{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\XUE XINDONG\Desktop\educ_health\World Development Submissions\part2 educ_health_20191007.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 7 Oct 2019, 14:42:00

{com}. do "C:\Users\XUEXIN~1\AppData\Local\Temp\STD3f28_000000.tmp"
{txt}
{com}. use "C:\Users\XUE XINDONG\Desktop\educ_health\meta_educ_health(20190928).dta"
{txt}
{com}. 
{txt}end of do-file

{com}. do "C:\Users\XUEXIN~1\AppData\Local\Temp\STD3f28_000000.tmp"
{txt}
{com}. 
. ******************************************************************************
. *DEFINITION OF BASIC VARIABLES
. ******************************************************************************
. gen tstat=tstatistics
{txt}
{com}. gen negative = 1
{txt}
{com}. replace negative = -1 if BadHealth == 1 & BadEduc == 0
{txt}(3,330 real changes made)

{com}. replace negative = -1 if BadHealth == 0 & BadEduc == 1
{txt}(80 real changes made)

{com}. replace tstat = tstat*negative
{txt}(3,397 real changes made)

{com}. gen df = n-k1
{txt}
{com}. gen r = tstat/sqrt(tstat^2+df)
{txt}
{com}. gen varR = (1-r^2)/df
{txt}
{com}. gen seR = sqrt(varR)
{txt}
{com}. gen pcc = r
{txt}
{com}. gen abststat = abs(tstat)
{txt}
{com}. gen abspcc = abs(pcc)
{txt}
{com}. 
. ******************************************************************************
. *Kicking out outliers
. ******************************************************************************
. reg pcc seR

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}     4,718
{txt}{hline 13}{c +}{hline 34}   F(1, 4716)      = {res}   307.04
{txt}       Model {c |} {res} 1.12776086         1  1.12776086   {txt}Prob > F        ={res}    0.0000
{txt}    Residual {c |} {res} 17.3218199     4,716   .00367299   {txt}R-squared       ={res}    0.0611
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0609
{txt}       Total {c |} {res} 18.4495808     4,717  .003911295   {txt}Root MSE        =   {res} .06061

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}         pcc{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}seR {c |}{col 14}{res}{space 2} 1.143686{col 26}{space 2} .0652692{col 37}{space 1}   17.52{col 46}{space 3}0.000{col 54}{space 4} 1.015728{col 67}{space 3} 1.271645
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0149453{col 26}{space 2} .0012783{col 37}{space 1}   11.69{col 46}{space 3}0.000{col 54}{space 4} .0124391{col 67}{space 3} .0174514
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. predict resid, residual
{txt}
{com}. egen stdr=std(resid)
{txt}
{com}. gen absr=abs(stdr)
{txt}
{com}. ta absr if absr>3.5

       {txt}absr {c |}      Freq.     Percent        Cum.
{hline 12}{c +}{hline 35}
   3.562351 {c |}{res}          1        2.13        2.13
{txt}   3.563172 {c |}{res}          1        2.13        4.26
{txt}   3.567058 {c |}{res}          1        2.13        6.38
{txt}   3.696546 {c |}{res}          1        2.13        8.51
{txt}   3.713917 {c |}{res}          1        2.13       10.64
{txt}   3.738797 {c |}{res}          1        2.13       12.77
{txt}   3.801119 {c |}{res}          1        2.13       14.89
{txt}    3.82787 {c |}{res}          1        2.13       17.02
{txt}   3.878412 {c |}{res}          1        2.13       19.15
{txt}   3.918504 {c |}{res}          1        2.13       21.28
{txt}   3.948124 {c |}{res}          1        2.13       23.40
{txt}   4.041005 {c |}{res}          1        2.13       25.53
{txt}   4.119226 {c |}{res}          1        2.13       27.66
{txt}   4.285145 {c |}{res}          1        2.13       29.79
{txt}   4.286307 {c |}{res}          1        2.13       31.91
{txt}   4.333526 {c |}{res}          1        2.13       34.04
{txt}    4.54457 {c |}{res}          1        2.13       36.17
{txt}   4.600183 {c |}{res}          1        2.13       38.30
{txt}   4.782624 {c |}{res}          1        2.13       40.43
{txt}   4.805177 {c |}{res}          1        2.13       42.55
{txt}   4.812797 {c |}{res}          1        2.13       44.68
{txt}   4.858236 {c |}{res}          1        2.13       46.81
{txt}   5.020428 {c |}{res}          1        2.13       48.94
{txt}   5.158059 {c |}{res}          1        2.13       51.06
{txt}   5.184816 {c |}{res}          1        2.13       53.19
{txt}   5.538327 {c |}{res}          1        2.13       55.32
{txt}   5.567458 {c |}{res}          1        2.13       57.45
{txt}   5.623495 {c |}{res}          1        2.13       59.57
{txt}   5.707312 {c |}{res}          1        2.13       61.70
{txt}   5.822433 {c |}{res}          1        2.13       63.83
{txt}   5.850228 {c |}{res}          1        2.13       65.96
{txt}   5.850236 {c |}{res}          1        2.13       68.09
{txt}   7.286306 {c |}{res}          1        2.13       70.21
{txt}    7.72428 {c |}{res}          1        2.13       72.34
{txt}   7.763609 {c |}{res}          1        2.13       74.47
{txt}   7.971918 {c |}{res}          1        2.13       76.60
{txt}   8.180676 {c |}{res}          1        2.13       78.72
{txt}   8.234275 {c |}{res}          1        2.13       80.85
{txt}   8.592219 {c |}{res}          1        2.13       82.98
{txt}   9.507674 {c |}{res}          1        2.13       85.11
{txt}   10.36171 {c |}{res}          1        2.13       87.23
{txt}   11.25291 {c |}{res}          1        2.13       89.36
{txt}   11.93258 {c |}{res}          1        2.13       91.49
{txt}   13.57221 {c |}{res}          1        2.13       93.62
{txt}   14.21888 {c |}{res}          1        2.13       95.74
{txt}    14.6231 {c |}{res}          1        2.13       97.87
{txt}   15.24009 {c |}{res}          1        2.13      100.00
{txt}{hline 12}{c +}{hline 35}
      Total {c |}{res}         47      100.00
{txt}
{com}. drop if absr>3.5
{txt}(47 observations deleted)

{com}. drop resid stdr absr
{txt}
{com}. 
. ******************************************************************************
. * Characteristics of the data
. ******************************************************************************
. // Characteristics of health variables
. 
. summ PhysicalHealth1 Mentalhealth1 Generalhealth1 

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
PhysicalHe~1 {c |}{res}      4,671    .7458788    .4354127          0          1
{txt}Mentalheal~1 {c |}{res}      4,671    .0760009    .2650279          0          1
{txt}Generalhea~1 {c |}{res}      4,671    .1781203     .382655          0          1
{txt}
{com}. 
. // Types of Health variable
. 
. ge health_adl=[Health_NNN=="ADL"]
{txt}
{com}. ge health_general=[Health_NNN=="SRH"]
{txt}
{com}. ge health_depression=[Health_NNN=="depression"]
{txt}
{com}. ge health_disease=[Health_NNN=="disease"]
{txt}
{com}. ge health_mortality=[Health_NNN=="mortality"]
{txt}
{com}. ge health_obesity=[Health_NNN=="obesity"]
{txt}
{com}. 
. 
. sum health_general health_adl  health_disease health_mortality  health_obesity health_depression  Selfreported

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
health_gen~l {c |}{res}      4,671    .1781203     .382655          0          1
{txt}{space 2}health_adl {c |}{res}      4,671    .0807108    .2724196          0          1
{txt}health_dis~e {c |}{res}      4,671    .1971741    .3979075          0          1
{txt}health_mor~y {c |}{res}      4,671     .253693    .4351705          0          1
{txt}health_obe~y {c |}{res}      4,671     .214301    .4103805          0          1
{txt}{hline 13}{c +}{hline 57}
health_dep~n {c |}{res}      4,671    .0760009    .2650279          0          1
{txt}Selfreported {c |}{res}      4,671    .6264183    .4838063          0          1
{txt}
{com}. 
. // Characteristics of Educ variables
. ta NameofEduc

                          {txt}Name of Educ. {c |}      Freq.     Percent        Cum.
{hline 40}{c +}{hline 35}
                              0-8 years {c |}{res}         11        0.24        0.24
{txt}                            11-12 years {c |}{res}         11        0.24        0.47
{txt}                              12 grades {c |}{res}          9        0.19        0.66
{txt}                                12years {c |}{res}          6        0.13        0.79
{txt}                             13-15years {c |}{res}          6        0.13        0.92
{txt}                           14-16 grades {c |}{res}          9        0.19        1.11
{txt}                               16+years {c |}{res}          6        0.13        1.24
{txt}                              17 grades {c |}{res}          9        0.19        1.43
{txt}                     4 years of college {c |}{res}         24        0.51        1.95
{txt}                             5-8 years  {c |}{res}          6        0.13        2.08
{txt}                                8 years {c |}{res}         72        1.54        3.62
{txt}                             9-10 years {c |}{res}         11        0.24        3.85
{txt}                             9-11 years {c |}{res}          6        0.13        3.98
{txt}                              <15 years {c |}{res}         30        0.64        4.62
{txt}                               <primary {c |}{res}          5        0.11        4.73
{txt}                         >=15 <18 years {c |}{res}         30        0.64        5.37
{txt}                               A levels {c |}{res}         20        0.43        5.80
{txt}                      Bachelor's degree {c |}{res}         20        0.43        6.23
{txt}                                    CSE {c |}{res}         20        0.43        6.66
{txt}                                     HS {c |}{res}          5        0.11        6.77
{txt}                Highest grade completed {c |}{res}          5        0.11        6.87
{txt}                           Less than HS {c |}{res}         20        0.43        7.30
{txt}                                   MTHS {c |}{res}          5        0.11        7.41
{txt}                               O levels {c |}{res}         20        0.43        7.84
{txt}                                O-level {c |}{res}          1        0.02        7.86
{txt}      age completed full-time education {c |}{res}         35        0.75        8.61
{txt}           age left full time education {c |}{res}          9        0.19        8.80
{txt}           age left full-time education {c |}{res}         18        0.39        9.18
{txt}                        age left school {c |}{res}         40        0.86       10.04
{txt}                             any degree {c |}{res}        132        2.83       12.87
{txt}              associate degree academic {c |}{res}         11        0.24       13.10
{txt}             associate degree technical {c |}{res}         11        0.24       13.34
{txt}                    associate's  degree {c |}{res}          3        0.06       13.40
{txt}             at least CSE qualification {c |}{res}         45        0.96       14.37
{txt}                      bachelor's degree {c |}{res}         18        0.39       14.75
{txt}      change in education after service {c |}{res}          7        0.15       14.90
{txt}     change in education during service {c |}{res}          8        0.17       15.07
{txt}                                college {c |}{res}          6        0.13       15.20
{txt}                         college degree {c |}{res}         39        0.83       16.04
{txt}                       college graduate {c |}{res}         56        1.20       17.23
{txt}                      college or higher {c |}{res}         16        0.34       17.58
{txt}                    college selectivity {c |}{res}          8        0.17       17.75
{txt}           completed years of schooling {c |}{res}        175        3.75       21.49
{txt}                 completing high school {c |}{res}         58        1.24       22.74
{txt}                   compulsory education {c |}{res}          4        0.09       22.82
{txt}                   compulsory schooling {c |}{res}         59        1.26       24.08
{txt}       doctorate or professional degree {c |}{res}          4        0.09       24.17
{txt}                                educ0-8 {c |}{res}         12        0.26       24.43
{txt}                                 educ12 {c |}{res}         12        0.26       24.68
{txt}                              educ13-15 {c |}{res}         12        0.26       24.94
{txt}                                 educ16 {c |}{res}         12        0.26       25.20
{txt}                               educ9-11 {c |}{res}         12        0.26       25.45
{txt}                              education {c |}{res}        139        2.98       28.43
{txt}                     education 12 years {c |}{res}         56        1.20       29.63
{txt}                  education 13-15 years {c |}{res}         56        1.20       30.83
{txt}                      education 3 years {c |}{res}         22        0.47       31.30
{txt}                   education <=11 years {c |}{res}         56        1.20       32.50
{txt}                  education achievement {c |}{res}         39        0.83       33.33
{txt}                  education at entrance {c |}{res}          8        0.17       33.50
{txt}                   education attainment {c |}{res}        108        2.31       35.82
{txt}                     education gradient {c |}{res}         16        0.34       36.16
{txt}                 education length 10-13 {c |}{res}          8        0.17       36.33
{txt}                 education length 13-15 {c |}{res}          8        0.17       36.50
{txt}                    education length 15 {c |}{res}          8        0.17       36.67
{txt}                     education length 7 {c |}{res}          8        0.17       36.84
{txt}                  education length 7-10 {c |}{res}          8        0.17       37.02
{txt}                        education years {c |}{res}         72        1.54       38.56
{txt}                         education(yrs) {c |}{res}          4        0.09       38.64
{txt}                  educational attaiment {c |}{res}          7        0.15       38.79
{txt}                 educational attainment {c |}{res}         27        0.58       39.37
{txt}          grades of completed schooling {c |}{res}         18        0.39       39.76
{txt}                        graduate degree {c |}{res}          3        0.06       39.82
{txt}                grammar school attended {c |}{res}          6        0.13       39.95
{txt}                         high education {c |}{res}         21        0.45       40.40
{txt}                            high school {c |}{res}         38        0.81       41.21
{txt}                    high school diploma {c |}{res}          3        0.06       41.28
{txt}                   high school graduate {c |}{res}         16        0.34       41.62
{txt}                        high school,GED {c |}{res}         24        0.51       42.13
{txt}                                 higher {c |}{res}         22        0.47       42.60
{txt}                 higher degree or above {c |}{res}         16        0.34       42.95
{txt}                       higher education {c |}{res}         12        0.26       43.20
{txt}                        highereducation {c |}{res}         20        0.43       43.63
{txt}                   individual education {c |}{res}          4        0.09       43.72
{txt}                 junior high completion {c |}{res}          4        0.09       43.80
{txt}         kindergarten/primary education {c |}{res}          6        0.13       43.93
{txt}                  less than high school {c |}{res}         56        1.20       45.13
{txt}                                level 2 {c |}{res}          8        0.17       45.30
{txt}                                level 3 {c |}{res}          8        0.17       45.47
{txt}                                level 4 {c |}{res}          8        0.17       45.64
{txt}                     longer school year {c |}{res}         11        0.24       45.88
{txt}                low educatioanal status {c |}{res}         53        1.13       47.01
{txt}                          low education {c |}{res}         21        0.45       47.46
{txt}   lower secondary education attainment {c |}{res}         36        0.77       48.23
{txt}                lower secondary or less {c |}{res}        140        3.00       51.23
{txt}                  lowest level tertiary {c |}{res}         16        0.34       51.57
{txt}                        master's degree {c |}{res}         15        0.32       51.89
{txt}                     matric but <degree {c |}{res}          5        0.11       52.00
{txt}                      mean years school {c |}{res}         12        0.26       52.26
{txt}                     middle but <matric {c |}{res}          5        0.11       52.37
{txt}                          middle school {c |}{res}         89        1.91       54.27
{txt}                  middle school diploma {c |}{res}        238        5.10       59.37
{txt}                  middle school or more {c |}{res}         42        0.90       60.27
{txt}number of years of formal education c.. {c |}{res}         13        0.28       60.54
{txt}                       o-level or above {c |}{res}        120        2.57       63.11
{txt}            one extra year of schooling {c |}{res}         18        0.39       63.50
{txt}                 one short school years {c |}{res}          3        0.06       63.56
{txt}       per additional year of education {c |}{res}          6        0.13       63.69
{txt}              post-compulsory education {c |}{res}          4        0.09       63.78
{txt}                 post-secondary <3years {c |}{res}         22        0.47       64.25
{txt}               pre-university education {c |}{res}          6        0.13       64.38
{txt}               pre-vocational education {c |}{res}          6        0.13       64.50
{txt}                         primary school {c |}{res}         42        0.90       65.40
{txt}              primary school completion {c |}{res}         23        0.49       65.90
{txt}                private school attended {c |}{res}          6        0.13       66.02
{txt}                     prmary but <middle {c |}{res}          5        0.11       66.13
{txt}                     school leaving age {c |}{res}         11        0.24       66.37
{txt}                    school leaving age  {c |}{res}         22        0.47       66.84
{txt}                     school staring age {c |}{res}         10        0.21       67.05
{txt}                              schooling {c |}{res}         32        0.69       67.74
{txt}                             schooling  {c |}{res}         20        0.43       68.17
{txt}                   schooling attainment {c |}{res}          3        0.06       68.23
{txt}                      secondary 2 years {c |}{res}         22        0.47       68.70
{txt}           secondary education(2 years) {c |}{res}         12        0.26       68.96
{txt}           secondary education(3 years) {c |}{res}         12        0.26       69.21
{txt}                            seconddary  {c |}{res}         16        0.34       69.56
{txt}             senior vocational training {c |}{res}          6        0.13       69.69
{txt}                           some college {c |}{res}        110        2.35       72.04
{txt}                            some school {c |}{res}         24        0.51       72.55
{txt}              stayed in school until 16 {c |}{res}          8        0.17       72.73
{txt}          tertiary education attainment {c |}{res}         12        0.26       72.98
{txt}               total years of schooling {c |}{res}         10        0.21       73.20
{txt}                 two short school years {c |}{res}          3        0.06       73.26
{txt}                  university attendance {c |}{res}         19        0.41       73.67
{txt}                    university attended {c |}{res}         18        0.39       74.05
{txt}                   university education {c |}{res}          4        0.09       74.14
{txt}                      university or PhD {c |}{res}         12        0.26       74.40
{txt}                            unniversity {c |}{res}          1        0.02       74.42
{txt}   upper secondary education attainment {c |}{res}         12        0.26       74.67
{txt}                     vocational college {c |}{res}          6        0.13       74.80
{txt}                      year of schooling {c |}{res}         18        0.39       75.19
{txt}                        years in school {c |}{res}         80        1.71       76.90
{txt}                      years of  college {c |}{res}         25        0.54       77.44
{txt}                    years of  schooling {c |}{res}         10        0.21       77.65
{txt}                     years of education {c |}{res}        591       12.65       90.30
{txt}                     years of scholling {c |}{res}         58        1.24       91.54
{txt}                     years of schooling {c |}{res}        310        6.64       98.18
{txt}           years of schooling completed {c |}{res}          6        0.13       98.31
{txt}years of schooling completed 11or 12 .. {c |}{res}          3        0.06       98.37
{txt} years of schooling completed >=13years {c |}{res}          3        0.06       98.44
{txt}  years of schooling completed<=10years {c |}{res}          3        0.06       98.50
{txt}                           years school {c |}{res}         35        0.75       99.25
{txt}                      yeas of schooling {c |}{res}         35        0.75      100.00
{txt}{hline 40}{c +}{hline 35}
                                  Total {c |}{res}      4,671      100.00
{txt}
{com}. ge Educdummy=(CategoryofEduc=="d")
{txt}
{com}. sum Educdummy

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 3}Educdummy {c |}{res}      4,671    .5405695    .4984048          0          1
{txt}
{com}. ta CategoryofEduc

{txt}Category of {c |}
      Educ. {c |}      Freq.     Percent        Cum.
{hline 12}{c +}{hline 35}
          c {c |}{res}      2,146       45.94       45.94
{txt}          d {c |}{res}      2,525       54.06      100.00
{txt}{hline 12}{c +}{hline 35}
      Total {c |}{res}      4,671      100.00
{txt}
{com}. replace CategoryofEduc="d" if  CategoryofEduc=="D"
{txt}(0 real changes made)

{com}. 
. 
. //Education level
. 
. ge educ_primary=[educ_n=="primary"] 
{txt}
{com}. ge educ_secondary=[educ_n=="secondary"]
{txt}
{com}. ge educ_tertiary=[educ_n=="university"]
{txt}
{com}. ge educ_yschool=[CategoryofEduc=="c"]
{txt}
{com}. 
. sum educ_primary  educ_secondary  educ_tertiary  educ_yschool

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
educ_primary {c |}{res}      4,671    .1055449    .3072871          0          1
{txt}educ_secon~y {c |}{res}      4,671    .2699636    .4439881          0          1
{txt}educ_terti~y {c |}{res}      4,671     .165061    .3712754          0          1
{txt}educ_yschool {c |}{res}      4,671    .4594305    .4984048          0          1
{txt}
{com}.  
. 
. //Number of Educavariables
. 
. summ NumberofEducvariables

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
NumberofEd~s {c |}{res}      4,671    1.865125    1.471429          1          8
{txt}
{com}. 
. 
. 
. // Dummy variables for Region/country
. //Region
. ge Region="Europe" if Country_new=="Denmark"
{txt}(4,534 missing values generated)

{com}. replace Region="Europe" if Country_new=="EU"
{txt}(312 real changes made)

{com}. replace Region="Europe" if Country_new=="Finland"
{txt}(54 real changes made)

{com}. replace Region="Europe" if Country_new=="France"
{txt}(23 real changes made)

{com}. replace Region="Europe" if Country_new=="Germany"
{txt}(161 real changes made)

{com}. replace Region="Europe" if Country_new=="Iceland"
{txt}(24 real changes made)

{com}. replace Region="Europe" if Country_new=="Ireland"
{txt}(18 real changes made)

{com}. replace Region="Europe" if Country_new=="Italy"
{txt}(92 real changes made)

{com}. replace Region="Europe" if Country_new=="Turkey"
{txt}(327 real changes made)

{com}. replace Region="Europe" if Country_new=="Netherland"
{txt}(127 real changes made)

{com}. replace Region="Europe" if Country_new=="Norway"
{txt}(20 real changes made)

{com}. replace Region="Europe" if Country_new=="Spain"
{txt}(0 real changes made)

{com}. replace Region="Europe" if Country_new=="Sweden"
{txt}(323 real changes made)

{com}. replace Region="UK" if Country_new=="UK"
{txt}(787 real changes made)

{com}. replace Region="USA" if Country_new=="US"
{txt}(1,586 real changes made)

{com}. replace Region="Asia" if  Country_new=="Japan"| Country_new=="Korea"| Country_new=="Indonesia"| Country_new=="Pakistan"
{txt}(174 real changes made)

{com}. replace Region="China" if Country_new=="China"
{txt}(290 real changes made)

{com}. replace Region="OECD" if Country_new=="OECD" 
{txt}(48 real changes made)

{com}. replace Region="other" if Region=="OECD" 
{txt}(48 real changes made)

{com}. replace Region="transnation" if Country_new=="transnational" 
{txt}variable {bf}Region{sf} was {bf}{res}str6{sf}{txt} now {bf}{res}str11{sf}
{txt}(1 real change made)

{com}. summ Region

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 6}Region {c |}{res}          0
{txt}
{com}. 
. // Dummy variables for Region/country
. ge Europe=[Region=="Europe"|Region=="UK" ]
{txt}
{com}. ge US=[Region=="USA" | Country_new=="Canada"| Country_new=="Mexico"|]
{txt}
{com}. ge Asia=[Region=="Asia"|Region=="China" | Country_new=="Australia" ]
{txt}
{com}. ge country_other=[Region=="other"|Region=="transnation"]
{txt}
{com}. 
. sum US  Europe Asia country_other

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 10}US {c |}{res}      4,671    .3540998    .4782908          0          1
{txt}{space 6}Europe {c |}{res}      4,671     .514879    .4998321          0          1
{txt}{space 8}Asia {c |}{res}      4,671    .1205309    .3256162          0          1
{txt}country_ot~r {c |}{res}      4,671    .0104903    .1018942          0          1
{txt}
{com}. 
. 
. //Income Level
. ge Income_level="High" if Region=="Europe" |Region=="OECD" |Country_new=="US" |Country_new=="UK"| Country_new=="Canada"| Country_new=="Japan"| Country_new=="Korea"|Country_new=="Australia" | Country_new=="OECD"
{txt}(398 missing values generated)

{com}. replace Income_level="Mid-Low" if Country_new=="China" | Country_new=="Indonesia"| Country_new=="Pakistan"| Country_new=="Mexico"
{txt}variable {bf}Income_level{sf} was {bf}{res}str4{sf}{txt} now {bf}{res}str7{sf}
{txt}(397 real changes made)

{com}. replace Income_level="transnation" if Country_new=="transnational"
{txt}variable {bf}Income_level{sf} was {bf}{res}str7{sf}{txt} now {bf}{res}str11{sf}
{txt}(1 real change made)

{com}. 
. ge High_income=(Income_level=="High")
{txt}
{com}. sum High_income

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 1}High_income {c |}{res}      4,671    .9147934    .2792188          0          1
{txt}
{com}. 
. 
. // Characteristics of the data
. sum Individualdata Aggregatedata

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
Individual~a {c |}{res}      4,671     .977735    .1475601          0          1
{txt}Aggregated~a {c |}{res}      4,671     .022265    .1475601          0          1
{txt}
{com}. 
. sum CrossSectional Panel

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
CrossSecti~l {c |}{res}      4,671    .2776707     .447898          0          1
{txt}{space 7}Panel {c |}{res}      4,671    .7223293     .447898          0          1
{txt}
{com}. 
. 
. // Wholesample vs. subsample
. sum Wholepopulation

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
Wholepopul~n {c |}{res}      4,671      .48769     .499902          0          1
{txt}
{com}. ge sample_female=[subsample_n=="female" ]
{txt}
{com}. ge sample_male=[subsample_n=="male"]
{txt}
{com}. ge sample_age25to50=[subsample_n=="age25-50"]
{txt}
{com}. ge sample_age50above=[subsample_n=="age50+"]
{txt}
{com}. ge sample_other=[subsample_n=="othertype"|subsample_n=="January and Febrary Born" |subsample_n=="high SES"| subsample_n=="low SES"]
{txt}
{com}. 
. sum  Wholepopulation sample_female   sample_male sample_age25to50 sample_age50above sample_other

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
Wholepopul~n {c |}{res}      4,671      .48769     .499902          0          1
{txt}sample_fem~e {c |}{res}      4,671    .2202954    .4144902          0          1
{txt}{space 1}sample_male {c |}{res}      4,671     .241276    .4279031          0          1
{txt}sample_ag~50 {c |}{res}      4,671    .0216228     .145464          0          1
{txt}sample_age~e {c |}{res}      4,671    .0224791    .1482515          0          1
{txt}{hline 13}{c +}{hline 57}
sample_other {c |}{res}      4,671    .0066367    .0812038          0          1
{txt}
{com}. 
. // Control Variables
. summ Age gender Race  MaritalStatus Income Occupation

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}Age {c |}{res}      4,671    .6814387    .4659683          0          1
{txt}{space 6}gender {c |}{res}      4,671    .8060373    .3954424          0          1
{txt}{space 8}Race {c |}{res}      4,671    .2860201    .4519473          0          1
{txt}MaritalSta~s {c |}{res}      4,671    .2284307    .4198665          0          1
{txt}{space 6}Income {c |}{res}      4,671    .1331621    .3397862          0          1
{txt}{hline 13}{c +}{hline 57}
{space 2}Occupation {c |}{res}      4,671    .0995504    .2994317          0          1
{txt}
{com}. 
. // Estimation Method
. gen Other1 = 1- OLS- FGLS- ProbitLogit-  OrderedProbitLogit- ORHR- HLM- IV2slsivprobitGMM- FixedEffect -regressiondiscontinuity- ExperimentQuasi_experiment 
{txt}
{com}. replace Other1=1 if Other1==-1
{txt}(47 real changes made)

{com}. summ OLS  ORHR FGLS ProbitLogit  OrderedProbitLogit HLM IV2slsivprobitGMM FixedEffect regressiondiscontinuity ExperimentQuasi_experiment Other1

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 9}OLS {c |}{res}      4,671    .2549775    .4358952          0          1
{txt}{space 8}ORHR {c |}{res}      4,671    .1888247    .3914112          0          1
{txt}{space 8}FGLS {c |}{res}      4,671    .0494541    .2168374          0          1
{txt}{space 1}ProbitLogit {c |}{res}      4,671    .1327339    .3393232          0          1
{txt}OrderedPro~t {c |}{res}      4,671    .0184115    .1344484          0          1
{txt}{hline 13}{c +}{hline 57}
{space 9}HLM {c |}{res}      4,671    .0363948    .1872904          0          1
{txt}IV2slsivpr~M {c |}{res}      4,671    .2436309    .4293185          0          1
{txt}{space 1}FixedEffect {c |}{res}      4,671    .0361807    .1867595          0          1
{txt}regression~y {c |}{res}      4,671    .0096339     .097689          0          1
{txt}Experiment~t {c |}{res}      4,671    .0162706    .1265279          0          1
{txt}{hline 13}{c +}{hline 57}
{space 6}Other1 {c |}{res}      4,671    .0336116    .1802467          0          1
{txt}
{com}. 
. //Endogeneity
. ge endogeneity=(IV2slsivprobitGMM==1|FixedEffect==1 | regressiondiscontinuity==1 |ExperimentQuasi_experiment)
{txt}
{com}. summ endogeneity

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 1}endogeneity {c |}{res}      4,671    .3022907    .4592997          0          1
{txt}
{com}. 
. // T Calculation
. ge Tcalculatedbypvalue = (TcalculatedbyPvalue == 1)
{txt}
{com}. 
. ge TcalculatedbyCI=(CILowerBound!=.&  CIUpperBound!=. )
{txt}
{com}. 
. ge Tcalculatedbynormal= 1 -Tcalculatedbypvalue - TcalculatedbyCI
{txt}
{com}. 
. sum   Tcalculatedbynormal TcalculatedbyCI  Tcalculatedbypvalue 

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
Tcalculate~l {c |}{res}      4,671    .6801541    .4664666          0          1
{txt}Tcalculate~I {c |}{res}      4,671    .1250268    .3307847          0          1
{txt}Tcalc~pvalue {c |}{res}      4,671    .1948191    .3961038          0          1
{txt}
{com}. 
. //Std.Err.
. summ SEOLS SEOther

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 7}SEOLS {c |}{res}      4,671    .5078142    .4999925          0          1
{txt}{space 5}SEOther {c |}{res}      4,671    .4921858    .4999925          0          1
{txt}
{com}. 
. 
. 
. // non-journal study
. gen njournal = (Published==0)
{txt}
{com}. sum njournal

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 4}njournal {c |}{res}      4,671    .2648255    .4412875          0          1
{txt}
{com}. 
. 
. 
. // Pubyear
. sum PubYear

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 5}PubYear {c |}{res}      4,671    2011.507    4.797562       1987       2018
{txt}
{com}. 
. 
. 
. // JournalRank: Citescore of Scopus
. gen Journalrank=.
{txt}(4,671 missing values generated)

{com}. replace Journalrank=6.16   if JournalName=="American Economic Journal:Applied Economics"
{txt}(10 real changes made)

{com}. replace Journalrank=5.46   if JournalName=="American Economic Review"
{txt}(26 real changes made)

{com}. replace Journalrank=2.63   if JournalName=="China Economic Review"
{txt}(129 real changes made)

{com}. replace Journalrank=1.85   if JournalName=="Demographic Research"
{txt}(42 real changes made)

{com}. replace Journalrank=3.23   if JournalName=="Demography"
{txt}(154 real changes made)

{com}. replace Journalrank=2.46   if JournalName=="Economics and Human Biology"
{txt}(309 real changes made)

{com}. replace Journalrank=2.25   if JournalName=="Economics of Education Review"
{txt}(216 real changes made)

{com}. replace Journalrank=1.07   if JournalName=="Education Economics"
{txt}(48 real changes made)

{com}. replace Journalrank=5.31   if JournalName=="European journal of epidemiology"
{txt}(60 real changes made)

{com}. replace Journalrank=2.21   if JournalName=="Health Economics"
{txt}(161 real changes made)

{com}. replace Journalrank=2.26   if JournalName=="Int J Public Health"
{txt}(0 real changes made)

{com}. replace Journalrank=5.27   if JournalName=="International Journal of Epidemiology"
{txt}(83 real changes made)

{com}. replace Journalrank=5.32   if JournalName=="Journal of Internal Medicine"
{txt}(24 real changes made)

{com}. replace Journalrank=2.54   if JournalName=="Journal of Public Economics"
{txt}(12 real changes made)

{com}. replace Journalrank=1.64   if JournalName=="Journal of population economics"
{txt}(103 real changes made)

{com}. replace Journalrank=1.58   if JournalName=="Labour Economics"
{txt}(20 real changes made)

{com}. replace Journalrank=3.32   if JournalName=="Population and Development Review"
{txt}(0 real changes made)

{com}. replace Journalrank=3.72   if JournalName=="Preventive Medicine"
{txt}(6 real changes made)

{com}. replace Journalrank=2.43   if JournalName=="Social Science Research"
{txt}(264 real changes made)

{com}. replace Journalrank=1.99   if JournalName=="The Journal of Development studies"
{txt}(63 real changes made)

{com}. replace Journalrank=8.27   if JournalName=="The Journal of Human Resources"
{txt}(4 real changes made)

{com}. replace Journalrank=0.05   if JournalName=="The Pakistan Development Review"
{txt}(20 real changes made)

{com}. replace Journalrank=2.25   if JournalName=="economics of education review"
{txt}(0 real changes made)

{com}. replace Journalrank=3.71   if JournalName=="Social Science & Medicine"
{txt}(635 real changes made)

{com}. replace Journalrank=7.06   if JournalName=="American Sociological Review"
{txt}(13 real changes made)

{com}. replace Journalrank=1.14    if JournalName=="Applied Economics"
{txt}(84 real changes made)

{com}. replace Journalrank=0.77    if JournalName=="Applied economics letters"
{txt}(4 real changes made)

{com}. replace Journalrank=0.54    if JournalName=="Eastern Economic Journal"
{txt}(0 real changes made)

{com}. replace Journalrank=2.25    if JournalName=="Econnomics of Eduction Review"
{txt}(0 real changes made)

{com}. replace Journalrank=0       if JournalName=="Economics Perspectives"
{txt}(116 real changes made)

{com}. replace Journalrank=1      if JournalName=="International Journal of Health Economics and Management"
{txt}(16 real changes made)

{com}. replace Journalrank=0.54    if JournalName=="Journal of Economic analysis & policy"
{txt}(20 real changes made)

{com}. replace Journalrank=4.1    if JournalName=="Journal of Health Economics"
{txt}(372 real changes made)

{com}. replace Journalrank=0.31    if JournalName=="OECD Journal:Economic Studies"
{txt}(170 real changes made)

{com}. replace Journalrank=3.32    if JournalName=="Population and Development Review "
{txt}(1 real change made)

{com}. replace Journalrank=4.7    if JournalName=="Review of Economics Studies"
{txt}(26 real changes made)

{com}. replace Journalrank=1.71    if JournalName=="Scand. J. of Economics"
{txt}(35 real changes made)

{com}. replace Journalrank=3.32    if JournalName=="American Journal of Epidemiology"
{txt}(93 real changes made)

{com}. replace Journalrank=2.25   if JournalName=="Economics of Education Review"
{txt}(0 real changes made)

{com}. replace Journalrank=2.1   if JournalName=="Journal of Human Capital"
{txt}(22 real changes made)

{com}. replace Journalrank=4.9   if JournalName=="Journal of Labor Economics"
{txt}(14 real changes made)

{com}. replace Journalrank=8.58   if JournalName=="PNAS"
{txt}(59 real changes made)

{com}. replace Journalrank=0 if Published==0
{txt}(1,237 real changes made)

{com}. sum Journalrank

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
{space 1}Journalrank {c |}{res}      4,671    2.135637    1.840766          0       8.58
{txt}
{com}. 
. //Journaltype
. gen Journaltype=JournalName
{txt}(1,237 missing values generated)

{com}. replace Journaltype="economics"   if JournalName=="American Economic Journal:Applied Economics"
{txt}(10 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="American Economic Review"
{txt}(26 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="China Economic Review"
{txt}(129 real changes made)

{com}. replace Journaltype="population & development"   if JournalName=="Demographic Research"
{txt}(42 real changes made)

{com}. replace Journaltype="population & development"     if JournalName=="Demography"
{txt}(154 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="Economics and Human Biology"
{txt}(309 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="Economics of Education Review"
{txt}(216 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="Education Economics"
{txt}(48 real changes made)

{com}. replace Journaltype="public health & medicine"    if JournalName=="European journal of epidemiology"
{txt}(60 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Health Economics"
{txt}(161 real changes made)

{com}. replace Journaltype="public health & medicine"     if JournalName=="Int J Public Health"
{txt}(0 real changes made)

{com}. replace Journaltype="public health & medicine"     if JournalName=="International Journal of Epidemiology"
{txt}(83 real changes made)

{com}. replace Journaltype="public health & medicine"      if JournalName=="Journal of Internal Medicine"
{txt}(24 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="Journal of Public Economics"
{txt}(12 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="Journal of population economics"
{txt}(103 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="Labour Economics"
{txt}(20 real changes made)

{com}. replace Journaltype="population & development"     if JournalName=="Population and Development Review"
{txt}(0 real changes made)

{com}. replace Journaltype="public health & medicine"    if JournalName=="Preventive Medicine"
{txt}(6 real changes made)

{com}. replace Journaltype="sociology"   if JournalName=="Social Science Research"
{txt}(264 real changes made)

{com}. replace Journaltype="population & development"  if JournalName=="The Journal of Development studies"
{txt}(63 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="The Journal of Human Resources"
{txt}(4 real changes made)

{com}. replace Journaltype="population & development"  if JournalName=="The Pakistan Development Review"
{txt}(20 real changes made)

{com}. replace Journaltype="economics"   if JournalName=="economics of education review"
{txt}(0 real changes made)

{com}. replace Journaltype="sociology"   if JournalName=="Social Science & Medicine"
{txt}(635 real changes made)

{com}. replace Journaltype="sociology"   if JournalName=="American Sociological Review"
{txt}(13 real changes made)

{com}. replace Journaltype="economics"    if JournalName=="Applied Economics"
{txt}(84 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Applied economics letters"
{txt}(4 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Eastern Economic Journal"
{txt}(0 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Econnomics of Eduction Review"
{txt}(0 real changes made)

{com}. replace Journaltype="economics"        if JournalName=="Economics Perspectives"
{txt}(116 real changes made)

{com}. replace Journaltype="economics"       if JournalName=="International Journal of Health Economics and Management"
{txt}(16 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Journal of Economic analysis & policy"
{txt}(20 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Journal of Health Economics"
{txt}(372 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="OECD Journal:Economic Studies"
{txt}(170 real changes made)

{com}. replace Journaltype="population & development"    if JournalName=="Population and Development Review "
{txt}(1 real change made)

{com}. replace Journaltype="economics"     if JournalName=="Review of Economics Studies"
{txt}(26 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Scand. J. of Economics"
{txt}(35 real changes made)

{com}. 
. replace Journaltype="public health & medicine"    if JournalName=="American Journal of Epidemiology" 
{txt}(93 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Journal of Human Capital"
{txt}(22 real changes made)

{com}. replace Journaltype="economics"     if JournalName=="Journal of Labor Economics"
{txt}(14 real changes made)

{com}. 
. ge journal_economics=[Journaltype=="economics"]
{txt}
{com}. ge journal_sociology=[Journaltype=="sociology" ]
{txt}
{com}. ge journal_develop=[Journaltype=="population & development" ]
{txt}
{com}. ge journal_publichealth=[ Journaltype=="public health & medicine"] 
{txt}
{com}. ge journal_science=[ Journaltype=="PNAS"] 
{txt}
{com}. 
. sum   journal_economics journal_sociology    journal_develop  journal_publichealth journal_science 

{txt}    Variable {c |}        Obs        Mean    Std. Dev.       Min        Max
{hline 13}{c +}{hline 57}
journal_ec~s {c |}{res}      4,671    .4104046    .4919598          0          1
{txt}journal_so~y {c |}{res}      4,671    .1952473    .3964334          0          1
{txt}journal_de~p {c |}{res}      4,671    .0599443    .2374091          0          1
{txt}journal_pu~h {c |}{res}      4,671    .0569471    .2317664          0          1
{txt}journal_sc~e {c |}{res}      4,671    .0126311    .1116882          0          1
{txt}
{com}. 
. 
. // Calculating study weights
. bysort ID: egen numberests = count(ID)
{txt}
{com}. tabulate numberests 

 {txt}numberests {c |}      Freq.     Percent        Cum.
{hline 12}{c +}{hline 35}
          1 {c |}{res}          1        0.02        0.02
{txt}          2 {c |}{res}          2        0.04        0.06
{txt}          3 {c |}{res}          3        0.06        0.13
{txt}          4 {c |}{res}          8        0.17        0.30
{txt}          5 {c |}{res}          5        0.11        0.41
{txt}          6 {c |}{res}         12        0.26        0.66
{txt}          8 {c |}{res}         16        0.34        1.01
{txt}         10 {c |}{res}         30        0.64        1.65
{txt}         11 {c |}{res}         11        0.24        1.88
{txt}         12 {c |}{res}         60        1.28        3.17
{txt}         13 {c |}{res}         13        0.28        3.45
{txt}         14 {c |}{res}         42        0.90        4.35
{txt}         15 {c |}{res}         30        0.64        4.99
{txt}         16 {c |}{res}         48        1.03        6.02
{txt}         18 {c |}{res}         54        1.16        7.17
{txt}         19 {c |}{res}         19        0.41        7.58
{txt}         20 {c |}{res}        120        2.57       10.15
{txt}         22 {c |}{res}         44        0.94       11.09
{txt}         23 {c |}{res}         46        0.98       12.07
{txt}         24 {c |}{res}        144        3.08       15.16
{txt}         25 {c |}{res}         50        1.07       16.23
{txt}         26 {c |}{res}         26        0.56       16.78
{txt}         28 {c |}{res}         28        0.60       17.38
{txt}         30 {c |}{res}         90        1.93       19.31
{txt}         32 {c |}{res}         96        2.06       21.37
{txt}         35 {c |}{res}         70        1.50       22.86
{txt}         36 {c |}{res}         36        0.77       23.64
{txt}         37 {c |}{res}         37        0.79       24.43
{txt}         39 {c |}{res}         39        0.83       25.26
{txt}         40 {c |}{res}         80        1.71       26.97
{txt}         41 {c |}{res}         41        0.88       27.85
{txt}         42 {c |}{res}         42        0.90       28.75
{txt}         44 {c |}{res}         44        0.94       29.69
{txt}         45 {c |}{res}         90        1.93       31.62
{txt}         48 {c |}{res}         48        1.03       32.65
{txt}         50 {c |}{res}        100        2.14       34.79
{txt}         51 {c |}{res}         51        1.09       35.88
{txt}         53 {c |}{res}        106        2.27       38.15
{txt}         54 {c |}{res}         54        1.16       39.31
{txt}         57 {c |}{res}         57        1.22       40.53
{txt}         59 {c |}{res}         59        1.26       41.79
{txt}         60 {c |}{res}        180        3.85       45.64
{txt}         63 {c |}{res}        126        2.70       48.34
{txt}         72 {c |}{res}        144        3.08       51.42
{txt}         74 {c |}{res}         74        1.58       53.01
{txt}         77 {c |}{res}         77        1.65       54.66
{txt}         79 {c |}{res}         79        1.69       56.35
{txt}         80 {c |}{res}         80        1.71       58.06
{txt}         82 {c |}{res}         82        1.76       59.82
{txt}         84 {c |}{res}         84        1.80       61.61
{txt}         88 {c |}{res}        176        3.77       65.38
{txt}         89 {c |}{res}         89        1.91       67.29
{txt}         93 {c |}{res}         93        1.99       69.28
{txt}         96 {c |}{res}         96        2.06       71.33
{txt}        116 {c |}{res}        116        2.48       73.82
{txt}        132 {c |}{res}        132        2.83       76.64
{txt}        140 {c |}{res}        140        3.00       79.64
{txt}        168 {c |}{res}        168        3.60       83.24
{txt}        170 {c |}{res}        170        3.64       86.88
{txt}        175 {c |}{res}        175        3.75       90.62
{txt}        200 {c |}{res}        200        4.28       94.90
{txt}        238 {c |}{res}        238        5.10      100.00
{txt}{hline 12}{c +}{hline 35}
      Total {c |}{res}      4,671      100.00
{txt}
{com}. gen weight = 1/numberests
{txt}
{com}. 
. 
. 
. 
. // Generating transformed variables for FE and RE
. gen fetstatR = r/seR
{txt}
{com}. metareg r seR , wsse(seR)

{txt}Meta-regression{col 55}Number of obs{col 70}= {res}   4671
REML{txt} estimate of between-study variance{col 55}tau2{col 70}={res} .001194
{txt}% residual variation due to heterogeneity{col 55}I-squared_res{col 70}= {res} 97.11%
{txt}Proportion of between-study variance explained{col 55}Adj R-squared {col 70}= {res}  8.06%
With{txt} Knapp-Hartung modification
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}           r{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}seR {c |}{col 14}{res}{space 2} 1.130735{col 26}{space 2} .0609901{col 37}{space 1}   18.54{col 46}{space 3}0.000{col 54}{space 4} 1.011166{col 67}{space 3} 1.250305
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .0121513{col 26}{space 2} .0008938{col 37}{space 1}   13.59{col 46}{space 3}0.000{col 54}{space 4}  .010399{col 67}{space 3} .0139036
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. scalar tau2 =  e(tau2)
{txt}
{com}. gen revarR = varR + tau2
{txt}
{com}. gen reseR = sqrt(revarR)
{txt}
{com}. gen retstatR = r/reseR
{txt}
{com}. gen repubbiasR = seR/reseR
{txt}
{com}. 
. ***********************************************
. ******META-REGRESSION ANALYSIS*****************
. ***********************************************
. 
. ************ FIXED EFFECTS *******************
. 
. gen conss = 1/seR
{txt}
{com}. ge health_adll=health_adl/seR  
{txt}
{com}. ge health_diseasee=health_disease/seR 
{txt}
{com}. ge health_mortalityy=health_mortality/seR 
{txt}
{com}. ge health_obesityy=health_obesity/seR
{txt}
{com}. ge health_depressionn=health_depression/seR
{txt}
{com}. ge Selfreportedd=Selfreported/seR
{txt}
{com}. 
. gen educ_primaryy=educ_primary/seR
{txt}
{com}. gen educ_secondaryy=educ_secondary/seR
{txt}
{com}. gen educ_tertiaryy=educ_tertiary/seR
{txt}
{com}. gen educ_yschooll=educ_yschool/seR
{txt}
{com}. 
. gen   NumberofEducvariabless= NumberofEducvariables/seR
{txt}
{com}. 
. 
. 
. gen Europee = Europe/seR
{txt}
{com}. gen Asiaa = Asia/seR
{txt}
{com}. gen country_otherr=country_other/seR
{txt}
{com}. gen High_incomee = High_income/seR
{txt}
{com}. 
. 
. ge Individualdataa=Individualdata/seR
{txt}
{com}. ge panell = Panel/seR
{txt}
{com}. 
. ge  sample_femalee= sample_female/seR
{txt}
{com}. ge  sample_malee=sample_male/seR 
{txt}
{com}. ge  sample_age25to500=sample_age25to50/seR 
{txt}
{com}. ge  sample_age50abovee=sample_age50above/seR 
{txt}
{com}. ge  sample_otherr=sample_other/seR
{txt}
{com}. 
. ge Agee=Age/seR
{txt}
{com}. ge genderr=gender/seR
{txt}
{com}. ge Racee=Race/seR
{txt}
{com}. ge MaritalStatuss= MaritalStatus/seR
{txt}
{com}. ge Incomee=Income/seR
{txt}
{com}. ge Occupationn= Occupation/seR
{txt}
{com}. 
. ge ORHRR=ORHR/seR  
{txt}
{com}. ge FGLSS= FGLS/seR
{txt}
{com}. ge ProbitLogitt= ProbitLogit/seR 
{txt}
{com}. ge HLMM=HLM/seR
{txt}
{com}. ge OrderedProbitLogitt= OrderedProbitLogit/seR
{txt}
{com}. ge IV2slsivprobitGMMM= IV2slsivprobitGMM/seR
{txt}
{com}. ge FixedEffectt= FixedEffect/seR 
{txt}
{com}. ge regressiondiscontinuityy= regressiondiscontinuity/seR 
{txt}
{com}. ge ExperimentQuasi_experimentt= ExperimentQuasi_experiment /seR
{txt}
{com}. ge Other11=Other1/seR 
{txt}
{com}. 
. 
. gen endogeneityy= endogeneity/seR
{txt}
{com}. 
. gen tci =  TcalculatedbyCI/seR
{txt}
{com}. gen tpvalue = Tcalculatedbypvalue/seR
{txt}
{com}. gen SEOtherr = SEOther/seR
{txt}
{com}. 
. 
. gen njournall=njournal/seR
{txt}
{com}. 
. gen journal_economicss=journal_economics/seR
{txt}
{com}. gen journal_sociologyy=journal_sociology/seR  
{txt}
{com}. gen journal_developp=journal_develop/seR 
{txt}
{com}. gen journal_publichealthh=journal_publichealth/seR
{txt}
{com}. gen journal_sciencee=journal_science/seR
{txt}
{com}. 
. 
. *** journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee 
. 
. gen Journalrankk=Journalrank/seR
{txt}
{com}. gen pubyearr = PubYear/seR
{txt}
{com}. 
. 
. // NOTE: The constant term is the SER term
. 
. //////////////////////////////////////////////
> //////////////  FIXED EFFECTS  ///////////////
> //////////////////////////////////////////////
> 
. // THIS SECTION GIVES EQUAL WEIGHT TO EACH OBSERVATION
. 
. *--------------------------------------------------------*
. *   TABLE: FixedEffects(Weight1) // Stepwise Regression  *
. *--------------------------------------------------------*
. 
. // Here we use backwards stepwise regression selecting on the best regression using the BIC criterion
. // We lock in the 4 spillover variables and the Cons variable: Spill_ind Spill_reg Spill_FDI Spill_ex 
. 
. qui regress fetstatR conss    health_adll  health_diseasee health_mortalityy  health_obesityy health_depressionn  Selfreportedd   ///
> educ_secondaryy  educ_tertiaryy  educ_yschooll  NumberofEducvariabless    Europee Asiaa country_otherr  High_incomee ///
> Individualdataa  panell   sample_femalee   sample_malee sample_age25to500 sample_age50abovee sample_otherr  Agee genderr Racee ///
>  MaritalStatuss Incomee Occupationn   endogeneityy  tci tpvalue SEOther ///
>   journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee Journalrankk  pubyearr   
{txt}
{com}. gen esample = e(sample)
{txt}
{com}. 
. vselect fetstatR   health_adll  health_diseasee health_mortalityy  health_obesityy health_depressionn     Selfreportedd   educ_secondaryy  educ_tertiaryy  educ_yschooll  NumberofEducvariabless  ///
>  Europee Asiaa  country_otherr  High_incomee Individualdataa    sample_femalee   sample_malee ///
>  sample_age25to500 sample_age50abovee sample_otherr  Agee genderr Racee  MaritalStatuss Incomee Occupationn   ///
>  tci  SEOther    Journalrankk journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee  pubyearr,   ///
> backward bic fix(conss    endogeneityy)
{txt}BACKWARD variable selection
Information Criteria: BIC

{hline 78}
Stage 0 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC  27797.29
{hline 78}
BIC {col 7}27813.32  :              remove health_adll
BIC {col 7}27937.99  :              remove health_diseasee
BIC {col 7}27802.98  :              remove health_mortalityy
BIC {col 7}27798.42  :              remove health_obesityy
BIC {col 7}27791.77  :              remove health_depressionn
BIC {col 7}27851.73  :              remove Selfreportedd
BIC {col 7}27790.69  :              remove educ_secondaryy
BIC {col 7}27790.04  :              remove educ_tertiaryy
BIC {col 7}27817.84  :              remove educ_yschooll
BIC {col 7}27837.4   :              remove NumberofEducvariabless
BIC {col 7}27811.57  :              remove    Europee
BIC {col 7}27793.9   :              remove      Asiaa
BIC {col 7}27799.92  :              remove country_otherr
BIC {col 7}27789.02  :              remove High_incomee
BIC {col 7}27800.67  :              remove Individualdataa
BIC {col 7}27856.09  :              remove sample_femalee
BIC {col 7}27915.85  :              remove sample_malee
BIC {col 7}27789.21  :              remove sample_age25to500
BIC {col 7}27788.85  :              remove sample_age50abovee
BIC {col 7}27841.39  :              remove sample_otherr
BIC {col 7}27831.27  :              remove       Agee
BIC {col 7}28008.59  :              remove    genderr
BIC {col 7}27798.01  :              remove      Racee
BIC {col 7}27795.76  :              remove MaritalStatuss
BIC {col 7}27789.34  :              remove    Incomee
BIC {col 7}27788.89  :              remove Occupationn
BIC {col 7}27934.94  :              remove        tci
BIC {col 7}27789.46  :              remove    SEOther
BIC {col 7}28000.55  :              remove Journalrankk
BIC {col 7}27853.76  :              remove journal_economicss
BIC {col 7}27830.34  :              remove journal_sociologyy
BIC {col 7}27812.23  :              remove journal_developp
BIC {col 7}27797.8   :              remove journal_publichealthh
BIC {col 7}27797.5   :              remove journal_sciencee
BIC {col 7}27878.89  :              remove   pubyearr
{hline 78}
Stage 1 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC  27788.85
{hline 78}
BIC {col 7}27804.88  :              remove health_adll
BIC {col 7}27929.93  :              remove health_diseasee
BIC {col 7}27794.53  :              remove health_mortalityy
BIC {col 7}27789.97  :              remove health_obesityy
BIC {col 7}27783.33  :              remove health_depressionn
BIC {col 7}27843.76  :              remove Selfreportedd
BIC {col 7}27782.25  :              remove educ_secondaryy
BIC {col 7}27781.6   :              remove educ_tertiaryy
BIC {col 7}27809.42  :              remove educ_yschooll
BIC {col 7}27828.95  :              remove NumberofEducvariabless
BIC {col 7}27803.12  :              remove    Europee
BIC {col 7}27785.45  :              remove      Asiaa
BIC {col 7}27791.47  :              remove country_otherr
BIC {col 7}27780.58  :              remove High_incomee
BIC {col 7}27792.29  :              remove Individualdataa
BIC {col 7}27848.1   :              remove sample_femalee
BIC {col 7}27908.28  :              remove sample_malee
BIC {col 7}27780.77  :              remove sample_age25to500
BIC {col 7}27832.97  :              remove sample_otherr
BIC {col 7}27822.89  :              remove       Agee
BIC {col 7}28001.82  :              remove    genderr
BIC {col 7}27789.56  :              remove      Racee
BIC {col 7}27787.32  :              remove MaritalStatuss
BIC {col 7}27780.89  :              remove    Incomee
BIC {col 7}27780.47  :              remove Occupationn
BIC {col 7}27926.51  :              remove        tci
BIC {col 7}27781.03  :              remove    SEOther
BIC {col 7}27993.04  :              remove Journalrankk
BIC {col 7}27845.57  :              remove journal_economicss
BIC {col 7}27822.59  :              remove journal_sociologyy
BIC {col 7}27803.79  :              remove journal_developp
BIC {col 7}27789.38  :              remove journal_publichealthh
BIC {col 7}27789.07  :              remove journal_sciencee
BIC {col 7}27871.66  :              remove   pubyearr
{hline 78}
Stage 2 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_otherr Agee genderr Racee MaritalStatuss Incomee tci SEOther Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC  27780.47
{hline 78}
BIC {col 7}27796.45  :              remove health_adll
BIC {col 7}27921.65  :              remove health_diseasee
BIC {col 7}27787.54  :              remove health_mortalityy
BIC {col 7}27781.54  :              remove health_obesityy
BIC {col 7}27774.95  :              remove health_depressionn
BIC {col 7}27835.47  :              remove Selfreportedd
BIC {col 7}27773.91  :              remove educ_secondaryy
BIC {col 7}27773.26  :              remove educ_tertiaryy
BIC {col 7}27802.57  :              remove educ_yschooll
BIC {col 7}27820.52  :              remove NumberofEducvariabless
BIC {col 7}27794.68  :              remove    Europee
BIC {col 7}27777.3   :              remove      Asiaa
BIC {col 7}27783.05  :              remove country_otherr
BIC {col 7}27772.21  :              remove High_incomee
BIC {col 7}27784.8   :              remove Individualdataa
BIC {col 7}27839.82  :              remove sample_femalee
BIC {col 7}27899.97  :              remove sample_malee
BIC {col 7}27772.57  :              remove sample_age25to500
BIC {col 7}27824.93  :              remove sample_otherr
BIC {col 7}27815.31  :              remove       Agee
BIC {col 7}27993.96  :              remove    genderr
BIC {col 7}27782.07  :              remove      Racee
BIC {col 7}27779.76  :              remove MaritalStatuss
BIC {col 7}27772.6   :              remove    Incomee
BIC {col 7}27918.14  :              remove        tci
BIC {col 7}27772.66  :              remove    SEOther
BIC {col 7}27987.47  :              remove Journalrankk
BIC {col 7}27839.48  :              remove journal_economicss
BIC {col 7}27814.17  :              remove journal_sociologyy
BIC {col 7}27795.39  :              remove journal_developp
BIC {col 7}27781.03  :              remove journal_publichealthh
BIC {col 7}27780.75  :              remove journal_sciencee
BIC {col 7}27863.28  :              remove   pubyearr
{hline 78}
Stage 3 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee sample_age25to500 sample_otherr Agee genderr Racee MaritalStatuss Incomee tci SEOther Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC  27772.21
{hline 78}
BIC {col 7}27788.18  :              remove health_adll
BIC {col 7}27913.83  :              remove health_diseasee
BIC {col 7}27779.28  :              remove health_mortalityy
BIC {col 7}27773.81  :              remove health_obesityy
BIC {col 7}27766.67  :              remove health_depressionn
BIC {col 7}27827.05  :              remove Selfreportedd
BIC {col 7}27765.52  :              remove educ_secondaryy
BIC {col 7}27764.89  :              remove educ_tertiaryy
BIC {col 7}27794.15  :              remove educ_yschooll
BIC {col 7}27812.12  :              remove NumberofEducvariabless
BIC {col 7}27786.62  :              remove    Europee
BIC {col 7}27774.37  :              remove      Asiaa
BIC {col 7}27774.76  :              remove country_otherr
BIC {col 7}27776.73  :              remove Individualdataa
BIC {col 7}27831.47  :              remove sample_femalee
BIC {col 7}27891.61  :              remove sample_malee
BIC {col 7}27764.32  :              remove sample_age25to500
BIC {col 7}27816.63  :              remove sample_otherr
BIC {col 7}27806.92  :              remove       Agee
BIC {col 7}27985.78  :              remove    genderr
BIC {col 7}27773.71  :              remove      Racee
BIC {col 7}27771.35  :              remove MaritalStatuss
BIC {col 7}27764.39  :              remove    Incomee
BIC {col 7}27910.51  :              remove        tci
BIC {col 7}27764.43  :              remove    SEOther
BIC {col 7}27979.17  :              remove Journalrankk
BIC {col 7}27831.49  :              remove journal_economicss
BIC {col 7}27806.14  :              remove journal_sociologyy
BIC {col 7}27787.93  :              remove journal_developp
BIC {col 7}27772.6   :              remove journal_publichealthh
BIC {col 7}27772.52  :              remove journal_sciencee
BIC {col 7}27854.96  :              remove   pubyearr
{hline 78}
Stage 4 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss Incomee tci SEOther Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC  27764.32
{hline 78}
BIC {col 7}27779.76  :              remove health_adll
BIC {col 7}27905.68  :              remove health_diseasee
BIC {col 7}27771.69  :              remove health_mortalityy
BIC {col 7}27765.48  :              remove health_obesityy
BIC {col 7}27758.68  :              remove health_depressionn
BIC {col 7}27819.44  :              remove Selfreportedd
BIC {col 7}27757.67  :              remove educ_secondaryy
BIC {col 7}27757.04  :              remove educ_tertiaryy
BIC {col 7}27787.78  :              remove educ_yschooll
BIC {col 7}27805.06  :              remove NumberofEducvariabless
BIC {col 7}27778.28  :              remove    Europee
BIC {col 7}27766.48  :              remove      Asiaa
BIC {col 7}27766.59  :              remove country_otherr
BIC {col 7}27769.29  :              remove Individualdataa
BIC {col 7}27823.12  :              remove sample_femalee
BIC {col 7}27883.72  :              remove sample_malee
BIC {col 7}27808.81  :              remove sample_otherr
BIC {col 7}27799.59  :              remove       Agee
BIC {col 7}27979.18  :              remove    genderr
BIC {col 7}27765.91  :              remove      Racee
BIC {col 7}27763.79  :              remove MaritalStatuss
BIC {col 7}27756.38  :              remove    Incomee
BIC {col 7}27902.55  :              remove        tci
BIC {col 7}27756.52  :              remove    SEOther
BIC {col 7}27983.95  :              remove Journalrankk
BIC {col 7}27831.41  :              remove journal_economicss
BIC {col 7}27799.29  :              remove journal_sociologyy
BIC {col 7}27779.56  :              remove journal_developp
BIC {col 7}27764.69  :              remove journal_publichealthh
BIC {col 7}27764.94  :              remove journal_sciencee
BIC {col 7}27847.75  :              remove   pubyearr
{hline 78}
Stage 5 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss  tci SEOther Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC  27756.38
{hline 78}
BIC {col 7}27771.99  :              remove health_adll
BIC {col 7}27897.28  :              remove health_diseasee
BIC {col 7}27764.24  :              remove health_mortalityy
BIC {col 7}27757.15  :              remove health_obesityy
BIC {col 7}27750.82  :              remove health_depressionn
BIC {col 7}27816.64  :              remove Selfreportedd
BIC {col 7}27749.81  :              remove educ_secondaryy
BIC {col 7}27749.2   :              remove educ_tertiaryy
BIC {col 7}27779.78  :              remove educ_yschooll
BIC {col 7}27801.85  :              remove NumberofEducvariabless
BIC {col 7}27770.75  :              remove    Europee
BIC {col 7}27758.15  :              remove      Asiaa
BIC {col 7}27758.42  :              remove country_otherr
BIC {col 7}27761.51  :              remove Individualdataa
BIC {col 7}27815.34  :              remove sample_femalee
BIC {col 7}27875.65  :              remove sample_malee
BIC {col 7}27800.72  :              remove sample_otherr
BIC {col 7}27797.32  :              remove       Agee
BIC {col 7}27973.64  :              remove    genderr
BIC {col 7}27757.55  :              remove      Racee
BIC {col 7}27763.6   :              remove MaritalStatuss
BIC {col 7}27895.9   :              remove        tci
BIC {col 7}27748.58  :              remove    SEOther
BIC {col 7}27998.37  :              remove Journalrankk
BIC {col 7}27837.35  :              remove journal_economicss
BIC {col 7}27793.48  :              remove journal_sociologyy
BIC {col 7}27771.11  :              remove journal_developp
BIC {col 7}27756.5   :              remove journal_publichealthh
BIC {col 7}27757.44  :              remove journal_sciencee
BIC {col 7}27841.65  :              remove   pubyearr
{hline 78}
Stage 6 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss  tci Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC  27748.58
{hline 78}
BIC {col 7}27764.08  :              remove health_adll
BIC {col 7}27889.13  :              remove health_diseasee
BIC {col 7}27756.57  :              remove health_mortalityy
BIC {col 7}27749.77  :              remove health_obesityy
BIC {col 7}27742.73  :              remove health_depressionn
BIC {col 7}27816.76  :              remove Selfreportedd
BIC {col 7}27742.15  :              remove educ_secondaryy
BIC {col 7}27741.5   :              remove educ_tertiaryy
BIC {col 7}27772.22  :              remove educ_yschooll
BIC {col 7}27795.04  :              remove NumberofEducvariabless
BIC {col 7}27763.13  :              remove    Europee
BIC {col 7}27751.83  :              remove      Asiaa
BIC {col 7}27750.99  :              remove country_otherr
BIC {col 7}27754.08  :              remove Individualdataa
BIC {col 7}27806.93  :              remove sample_femalee
BIC {col 7}27867.2   :              remove sample_malee
BIC {col 7}27792.72  :              remove sample_otherr
BIC {col 7}27791.02  :              remove       Agee
BIC {col 7}27965.57  :              remove    genderr
BIC {col 7}27749.55  :              remove      Racee
BIC {col 7}27755.23  :              remove MaritalStatuss
BIC {col 7}27888.89  :              remove        tci
BIC {col 7}27993.09  :              remove Journalrankk
BIC {col 7}27830.51  :              remove journal_economicss
BIC {col 7}27789.83  :              remove journal_sociologyy
BIC {col 7}27762.91  :              remove journal_developp
BIC {col 7}27748.2   :              remove journal_publichealthh
BIC {col 7}27749.32  :              remove journal_sciencee
BIC {col 7}27833.66  :              remove   pubyearr
{hline 78}
Stage 7 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss  tci Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC   27741.5
{hline 78}
BIC {col 7}27757.82  :              remove health_adll
BIC {col 7}27885.53  :              remove health_diseasee
BIC {col 7}27750.71  :              remove health_mortalityy
BIC {col 7}27742.91  :              remove health_obesityy
BIC {col 7}27735.69  :              remove health_depressionn
BIC {col 7}27809.06  :              remove Selfreportedd
BIC {col 7}27733.7   :              remove educ_secondaryy
BIC {col 7}27785.01  :              remove educ_yschooll
BIC {col 7}27786.63  :              remove NumberofEducvariabless
BIC {col 7}27754.77  :              remove    Europee
BIC {col 7}27745.54  :              remove      Asiaa
BIC {col 7}27743.13  :              remove country_otherr
BIC {col 7}27746.63  :              remove Individualdataa
BIC {col 7}27799.63  :              remove sample_femalee
BIC {col 7}27859.59  :              remove sample_malee
BIC {col 7}27785.98  :              remove sample_otherr
BIC {col 7}27786.32  :              remove       Agee
BIC {col 7}27957.14  :              remove    genderr
BIC {col 7}27742.42  :              remove      Racee
BIC {col 7}27748.69  :              remove MaritalStatuss
BIC {col 7}27888.98  :              remove        tci
BIC {col 7}27987.68  :              remove Journalrankk
BIC {col 7}27830.17  :              remove journal_economicss
BIC {col 7}27788.71  :              remove journal_sociologyy
BIC {col 7}27754.51  :              remove journal_developp
BIC {col 7}27740.42  :              remove journal_publichealthh
BIC {col 7}27742.2   :              remove journal_sciencee
BIC {col 7}27825.72  :              remove   pubyearr
{hline 78}
Stage 8 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd  educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss  tci Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC   27733.7
{hline 78}
BIC {col 7}27749.65  :              remove health_adll
BIC {col 7}27877.11  :              remove health_diseasee
BIC {col 7}27742.34  :              remove health_mortalityy
BIC {col 7}27734.79  :              remove health_obesityy
BIC {col 7}27727.8   :              remove health_depressionn
BIC {col 7}27801.05  :              remove Selfreportedd
BIC {col 7}27778.38  :              remove educ_yschooll
BIC {col 7}27778.93  :              remove NumberofEducvariabless
BIC {col 7}27750.24  :              remove    Europee
BIC {col 7}27737.22  :              remove      Asiaa
BIC {col 7}27735.7   :              remove country_otherr
BIC {col 7}27739.17  :              remove Individualdataa
BIC {col 7}27792.13  :              remove sample_femalee
BIC {col 7}27852.14  :              remove sample_malee
BIC {col 7}27778.63  :              remove sample_otherr
BIC {col 7}27779.19  :              remove       Agee
BIC {col 7}27948.81  :              remove    genderr
BIC {col 7}27734.14  :              remove      Racee
BIC {col 7}27740.81  :              remove MaritalStatuss
BIC {col 7}27883.61  :              remove        tci
BIC {col 7}27979.23  :              remove Journalrankk
BIC {col 7}27821.81  :              remove journal_economicss
BIC {col 7}27780.33  :              remove journal_sociologyy
BIC {col 7}27746.68  :              remove journal_developp
BIC {col 7}27732.64  :              remove journal_publichealthh
BIC {col 7}27734.39  :              remove journal_sciencee
BIC {col 7}27819.3   :              remove   pubyearr
{hline 78}
Stage 9 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy Selfreportedd  educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss  tci Journalrankk journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee pubyearr : BIC   27727.8
{hline 78}
BIC {col 7}27741.33  :              remove health_adll
BIC {col 7}27872.48  :              remove health_diseasee
BIC {col 7}27734.38  :              remove health_mortalityy
BIC {col 7}27727.03  :              remove health_obesityy
BIC {col 7}27796.12  :              remove Selfreportedd
BIC {col 7}27771.79  :              remove educ_yschooll
BIC {col 7}27773.07  :              remove NumberofEducvariabless
BIC {col 7}27742.48  :              remove    Europee
BIC {col 7}27732.28  :              remove      Asiaa
BIC {col 7}27729.55  :              remove country_otherr
BIC {col 7}27734.11  :              remove Individualdataa
BIC {col 7}27784.35  :              remove sample_femalee
BIC {col 7}27843.99  :              remove sample_malee
BIC {col 7}27773.14  :              remove sample_otherr
BIC {col 7}27774.05  :              remove       Agee
BIC {col 7}27940.54  :              remove    genderr
BIC {col 7}27727.95  :              remove      Racee
BIC {col 7}27734.43  :              remove MaritalStatuss
BIC {col 7}27875.21  :              remove        tci
BIC {col 7}27977.65  :              remove Journalrankk
BIC {col 7}27814     :              remove journal_economicss
BIC {col 7}27773.71  :              remove journal_sociologyy
BIC {col 7}27740.5   :              remove journal_developp
BIC {col 7}27726.76  :              remove journal_publichealthh
BIC {col 7}27728.42  :              remove journal_sciencee
BIC {col 7}27811.2   :              remove   pubyearr
{hline 78}
Stage 10 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy Selfreportedd  educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss  tci Journalrankk journal_economicss journal_sociologyy journal_developp journal_sciencee pubyearr : BIC  27726.76
{hline 78}
BIC {col 7}27739.13  :              remove health_adll
BIC {col 7}27867.32  :              remove health_diseasee
BIC {col 7}27733.06  :              remove health_mortalityy
BIC {col 7}27725.07  :              remove health_obesityy
BIC {col 7}27794.44  :              remove Selfreportedd
BIC {col 7}27766.42  :              remove educ_yschooll
BIC {col 7}27767.64  :              remove NumberofEducvariabless
BIC {col 7}27740.82  :              remove    Europee
BIC {col 7}27729.72  :              remove      Asiaa
BIC {col 7}27730.05  :              remove country_otherr
BIC {col 7}27731.72  :              remove Individualdataa
BIC {col 7}27778.71  :              remove sample_femalee
BIC {col 7}27837.08  :              remove sample_malee
BIC {col 7}27773.93  :              remove sample_otherr
BIC {col 7}27767.72  :              remove       Agee
BIC {col 7}27932.8   :              remove    genderr
BIC {col 7}27728.1   :              remove      Racee
BIC {col 7}27729.36  :              remove MaritalStatuss
BIC {col 7}27873.87  :              remove        tci
BIC {col 7}28060.54  :              remove Journalrankk
BIC {col 7}27823.37  :              remove journal_economicss
BIC {col 7}27794.73  :              remove journal_sociologyy
BIC {col 7}27734.89  :              remove journal_developp
BIC {col 7}27731.27  :              remove journal_sciencee
BIC {col 7}27808.79  :              remove   pubyearr
{hline 78}
Stage 11 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy  Selfreportedd  educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss  tci Journalrankk journal_economicss journal_sociologyy journal_developp journal_sciencee pubyearr : BIC  27725.07
{hline 78}
BIC {col 7}27731.59  :              remove health_adll
BIC {col 7}27871.1   :              remove health_diseasee
BIC {col 7}27725.98  :              remove health_mortalityy
BIC {col 7}27802.54  :              remove Selfreportedd
BIC {col 7}27762.04  :              remove educ_yschooll
BIC {col 7}27770.56  :              remove NumberofEducvariabless
BIC {col 7}27737.58  :              remove    Europee
BIC {col 7}27728.65  :              remove      Asiaa
BIC {col 7}27728.97  :              remove country_otherr
BIC {col 7}27733.92  :              remove Individualdataa
BIC {col 7}27778.64  :              remove sample_femalee
BIC {col 7}27837.22  :              remove sample_malee
BIC {col 7}27772.29  :              remove sample_otherr
BIC {col 7}27769.27  :              remove       Agee
BIC {col 7}27924.7   :              remove    genderr
BIC {col 7}27724.31  :              remove      Racee
BIC {col 7}27727.33  :              remove MaritalStatuss
BIC {col 7}27866.65  :              remove        tci
BIC {col 7}28084.58  :              remove Journalrankk
BIC {col 7}27829.52  :              remove journal_economicss
BIC {col 7}27794.27  :              remove journal_sociologyy
BIC {col 7}27730.19  :              remove journal_developp
BIC {col 7}27730.28  :              remove journal_sciencee
BIC {col 7}27801.53  :              remove   pubyearr
{hline 78}
Stage 12 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy  Selfreportedd  educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr MaritalStatuss  tci Journalrankk journal_economicss journal_sociologyy journal_developp journal_sciencee pubyearr : BIC  27724.31
{hline 78}
BIC {col 7}27730.63  :              remove health_adll
BIC {col 7}27862.85  :              remove health_diseasee
BIC {col 7}27722.61  :              remove health_mortalityy
BIC {col 7}27808.01  :              remove Selfreportedd
BIC {col 7}27755.84  :              remove educ_yschooll
BIC {col 7}27803.81  :              remove NumberofEducvariabless
BIC {col 7}27762.06  :              remove    Europee
BIC {col 7}27724.51  :              remove      Asiaa
BIC {col 7}27729.75  :              remove country_otherr
BIC {col 7}27744.12  :              remove Individualdataa
BIC {col 7}27782.64  :              remove sample_femalee
BIC {col 7}27843.3   :              remove sample_malee
BIC {col 7}27771.78  :              remove sample_otherr
BIC {col 7}27781.48  :              remove       Agee
BIC {col 7}27924.79  :              remove    genderr
BIC {col 7}27736.03  :              remove MaritalStatuss
BIC {col 7}27868.24  :              remove        tci
BIC {col 7}28082.34  :              remove Journalrankk
BIC {col 7}27831.46  :              remove journal_economicss
BIC {col 7}27799.71  :              remove journal_sociologyy
BIC {col 7}27730.75  :              remove journal_developp
BIC {col 7}27728.22  :              remove journal_sciencee
BIC {col 7}27795.38  :              remove   pubyearr
{hline 78}
Stage 13 reg fetstatR conss endogeneityy health_adll health_diseasee  Selfreportedd  educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr MaritalStatuss  tci Journalrankk journal_economicss journal_sociologyy journal_developp journal_sciencee pubyearr : BIC  27722.61
{hline 78}
BIC {col 7}27723.81  :              remove health_adll
BIC {col 7}27927.13  :              remove health_diseasee
BIC {col 7}27897.65  :              remove Selfreportedd
BIC {col 7}27754.13  :              remove educ_yschooll
BIC {col 7}27808.56  :              remove NumberofEducvariabless
BIC {col 7}27759.36  :              remove    Europee
BIC {col 7}27722.93  :              remove      Asiaa
BIC {col 7}27730.87  :              remove country_otherr
BIC {col 7}27739.74  :              remove Individualdataa
BIC {col 7}27774.19  :              remove sample_femalee
BIC {col 7}27835.53  :              remove sample_malee
BIC {col 7}27770.15  :              remove sample_otherr
BIC {col 7}27773.31  :              remove       Agee
BIC {col 7}27916.34  :              remove    genderr
BIC {col 7}27734.06  :              remove MaritalStatuss
BIC {col 7}27878.8   :              remove        tci
BIC {col 7}28077.23  :              remove Journalrankk
BIC {col 7}27824.22  :              remove journal_economicss
BIC {col 7}27794.81  :              remove journal_sociologyy
BIC {col 7}27729.96  :              remove journal_developp
BIC {col 7}27725.99  :              remove journal_sciencee
BIC {col 7}27788.59  :              remove   pubyearr

Final Model

      Source {c |}       SS           df       MS      Number of obs   ={res}     4,671
{txt}{hline 13}{c +}{hline 34}   F(24, 4646)     = {res}   146.53
{txt}       Model {c |} {res}  74803.074        24  3116.79475   {txt}Prob > F        ={res}    0.0000
{txt}    Residual {c |} {res} 98822.1767     4,646  21.2703781   {txt}R-squared       ={res}    0.4308
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.4279
{txt}       Total {c |} {res} 173625.251     4,670  37.1788545   {txt}Root MSE        =   {res}  4.612

{txt}{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              fetstatR{col 24}{c |}      Coef.{col 36}   Std. Err.{col 48}      t{col 56}   P>|t|{col 64}     [95% Con{col 77}f. Interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}conss {c |}{col 24}{res}{space 2} 1.567102{col 36}{space 2} .1785299{col 47}{space 1}    8.78{col 56}{space 3}0.000{col 64}{space 4} 1.217099{col 77}{space 3} 1.917106
{txt}{space 10}endogeneityy {c |}{col 24}{res}{space 2}-.0264877{col 36}{space 2} .0009465{col 47}{space 1}  -27.99{col 56}{space 3}0.000{col 64}{space 4}-.0283432{col 77}{space 3}-.0246322
{txt}{space 11}health_adll {c |}{col 24}{res}{space 2}-.0036113{col 36}{space 2} .0011649{col 47}{space 1}   -3.10{col 56}{space 3}0.002{col 64}{space 4}-.0058951{col 77}{space 3}-.0013275
{txt}{space 7}health_diseasee {c |}{col 24}{res}{space 2}-.0101423{col 36}{space 2} .0006889{col 47}{space 1}  -14.72{col 56}{space 3}0.000{col 64}{space 4}-.0114929{col 77}{space 3}-.0087917
{txt}{space 9}Selfreportedd {c |}{col 24}{res}{space 2} .0110328{col 36}{space 2} .0008087{col 47}{space 1}   13.64{col 56}{space 3}0.000{col 64}{space 4} .0094475{col 77}{space 3} .0126182
{txt}{space 9}educ_yschooll {c |}{col 24}{res}{space 2} .0067319{col 36}{space 2} .0010654{col 47}{space 1}    6.32{col 56}{space 3}0.000{col 64}{space 4} .0046433{col 77}{space 3} .0088206
{txt}NumberofEducvariabless {c |}{col 24}{res}{space 2}-.0023644{col 36}{space 2} .0002428{col 47}{space 1}   -9.74{col 56}{space 3}0.000{col 64}{space 4}-.0028403{col 77}{space 3}-.0018885
{txt}{space 15}Europee {c |}{col 24}{res}{space 2} .0056992{col 36}{space 2} .0008479{col 47}{space 1}    6.72{col 56}{space 3}0.000{col 64}{space 4}  .004037{col 77}{space 3} .0073614
{txt}{space 17}Asiaa {c |}{col 24}{res}{space 2}-.0056537{col 36}{space 2} .0019125{col 47}{space 1}   -2.96{col 56}{space 3}0.003{col 64}{space 4}-.0094031{col 77}{space 3}-.0019043
{txt}{space 8}country_otherr {c |}{col 24}{res}{space 2} .0130051{col 36}{space 2} .0031863{col 47}{space 1}    4.08{col 56}{space 3}0.000{col 64}{space 4} .0067584{col 77}{space 3} .0192518
{txt}{space 7}Individualdataa {c |}{col 24}{res}{space 2}-.0114658{col 36}{space 2} .0022698{col 47}{space 1}   -5.05{col 56}{space 3}0.000{col 64}{space 4}-.0159157{col 77}{space 3}-.0070158
{txt}{space 8}sample_femalee {c |}{col 24}{res}{space 2}-.0077235{col 36}{space 2} .0009963{col 47}{space 1}   -7.75{col 56}{space 3}0.000{col 64}{space 4}-.0096767{col 77}{space 3}-.0057703
{txt}{space 10}sample_malee {c |}{col 24}{res}{space 2}-.0113463{col 36}{space 2}  .001026{col 47}{space 1}  -11.06{col 56}{space 3}0.000{col 64}{space 4}-.0133576{col 77}{space 3}-.0093349
{txt}{space 9}sample_otherr {c |}{col 24}{res}{space 2}-.0234394{col 36}{space 2} .0031314{col 47}{space 1}   -7.49{col 56}{space 3}0.000{col 64}{space 4}-.0295783{col 77}{space 3}-.0173004
{txt}{space 18}Agee {c |}{col 24}{res}{space 2}-.0068954{col 36}{space 2} .0008961{col 47}{space 1}   -7.69{col 56}{space 3}0.000{col 64}{space 4}-.0086522{col 77}{space 3}-.0051386
{txt}{space 15}genderr {c |}{col 24}{res}{space 2} .0124101{col 36}{space 2} .0008657{col 47}{space 1}   14.34{col 56}{space 3}0.000{col 64}{space 4}  .010713{col 77}{space 3} .0141072
{txt}{space 8}MaritalStatuss {c |}{col 24}{res}{space 2} -.005101{col 36}{space 2} .0011453{col 47}{space 1}   -4.45{col 56}{space 3}0.000{col 64}{space 4}-.0073463{col 77}{space 3}-.0028556
{txt}{space 19}tci {c |}{col 24}{res}{space 2}-.0197351{col 36}{space 2} .0015286{col 47}{space 1}  -12.91{col 56}{space 3}0.000{col 64}{space 4}-.0227319{col 77}{space 3}-.0167383
{txt}{space 10}Journalrankk {c |}{col 24}{res}{space 2} .0045458{col 36}{space 2} .0002346{col 47}{space 1}   19.38{col 56}{space 3}0.000{col 64}{space 4} .0040859{col 77}{space 3} .0050057
{txt}{space 4}journal_economicss {c |}{col 24}{res}{space 2}-.0126174{col 36}{space 2} .0011988{col 47}{space 1}  -10.52{col 56}{space 3}0.000{col 64}{space 4}-.0149676{col 77}{space 3}-.0102672
{txt}{space 4}journal_sociologyy {c |}{col 24}{res}{space 2}-.0148705{col 36}{space 2} .0016531{col 47}{space 1}   -9.00{col 56}{space 3}0.000{col 64}{space 4}-.0181114{col 77}{space 3}-.0116295
{txt}{space 6}journal_developp {c |}{col 24}{res}{space 2} .0085293{col 36}{space 2} .0021497{col 47}{space 1}    3.97{col 56}{space 3}0.000{col 64}{space 4} .0043148{col 77}{space 3} .0127437
{txt}{space 6}journal_sciencee {c |}{col 24}{res}{space 2}-.0242082{col 36}{space 2} .0070512{col 47}{space 1}   -3.43{col 56}{space 3}0.001{col 64}{space 4}-.0380319{col 77}{space 3}-.0103846
{txt}{space 14}pubyearr {c |}{col 24}{res}{space 2} -.000768{col 36}{space 2} .0000889{col 47}{space 1}   -8.64{col 56}{space 3}0.000{col 64}{space 4}-.0009423{col 77}{space 3}-.0005937
{txt}{space 17}_cons {c |}{col 24}{res}{space 2} 1.531652{col 36}{space 2} .1125715{col 47}{space 1}   13.61{col 56}{space 3}0.000{col 64}{space 4} 1.310958{col 77}{space 3} 1.752345
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. regress fetstatR conss    health_adll  health_diseasee  ///
>   Selfreportedd   ///
>  educ_yschooll  NumberofEducvariabless  Europee Asiaa  country_otherr   ///
> Individualdataa sample_femalee   sample_malee sample_otherr ///
>  Agee genderr Racee ///
>  MaritalStatuss endogeneityy  tci ///
>  journal_economicss journal_sociologyy  journal_sciencee Journalrankk  pubyearr   if esample == 1, vce(cluster ID)

{txt}Linear regression                               Number of obs     = {res}     4,671
                                                {txt}{help j_robustsingular:F(23, 104) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4296
                                                {txt}Root MSE          =    {res} 4.6168

{txt}{ralign 88:(Std. Err. adjusted for {res:105} clusters in ID)}
{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36}    Robust
{col 1}              fetstatR{col 24}{c |}      Coef.{col 36}   Std. Err.{col 48}      t{col 56}   P>|t|{col 64}     [95% Con{col 77}f. Interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}conss {c |}{col 24}{res}{space 2} 1.615305{col 36}{space 2} .6237269{col 47}{space 1}    2.59{col 56}{space 3}0.011{col 64}{space 4} .3784314{col 77}{space 3} 2.852179
{txt}{space 11}health_adll {c |}{col 24}{res}{space 2} -.003301{col 36}{space 2} .0035707{col 47}{space 1}   -0.92{col 56}{space 3}0.357{col 64}{space 4}-.0103818{col 77}{space 3} .0037797
{txt}{space 7}health_diseasee {c |}{col 24}{res}{space 2}-.0103133{col 36}{space 2} .0023916{col 47}{space 1}   -4.31{col 56}{space 3}0.000{col 64}{space 4} -.015056{col 77}{space 3}-.0055707
{txt}{space 9}Selfreportedd {c |}{col 24}{res}{space 2} .0115508{col 36}{space 2} .0025758{col 47}{space 1}    4.48{col 56}{space 3}0.000{col 64}{space 4} .0064428{col 77}{space 3} .0166587
{txt}{space 9}educ_yschooll {c |}{col 24}{res}{space 2} .0071664{col 36}{space 2} .0035643{col 47}{space 1}    2.01{col 56}{space 3}0.047{col 64}{space 4} .0000982{col 77}{space 3} .0142346
{txt}NumberofEducvariabless {c |}{col 24}{res}{space 2}-.0019444{col 36}{space 2} .0006586{col 47}{space 1}   -2.95{col 56}{space 3}0.004{col 64}{space 4}-.0032505{col 77}{space 3}-.0006383
{txt}{space 15}Europee {c |}{col 24}{res}{space 2} .0045155{col 36}{space 2} .0033748{col 47}{space 1}    1.34{col 56}{space 3}0.184{col 64}{space 4}-.0021769{col 77}{space 3} .0112079
{txt}{space 17}Asiaa {c |}{col 24}{res}{space 2}-.0057358{col 36}{space 2} .0033209{col 47}{space 1}   -1.73{col 56}{space 3}0.087{col 64}{space 4}-.0123212{col 77}{space 3} .0008496
{txt}{space 8}country_otherr {c |}{col 24}{res}{space 2} .0121412{col 36}{space 2}  .004692{col 47}{space 1}    2.59{col 56}{space 3}0.011{col 64}{space 4} .0028368{col 77}{space 3} .0214457
{txt}{space 7}Individualdataa {c |}{col 24}{res}{space 2}-.0082709{col 36}{space 2}  .007321{col 47}{space 1}   -1.13{col 56}{space 3}0.261{col 64}{space 4}-.0227887{col 77}{space 3} .0062469
{txt}{space 8}sample_femalee {c |}{col 24}{res}{space 2}-.0066363{col 36}{space 2}  .003468{col 47}{space 1}   -1.91{col 56}{space 3}0.058{col 64}{space 4}-.0135136{col 77}{space 3}  .000241
{txt}{space 10}sample_malee {c |}{col 24}{res}{space 2}-.0101447{col 36}{space 2} .0028429{col 47}{space 1}   -3.57{col 56}{space 3}0.001{col 64}{space 4}-.0157823{col 77}{space 3}-.0045071
{txt}{space 9}sample_otherr {c |}{col 24}{res}{space 2}-.0238922{col 36}{space 2} .0041813{col 47}{space 1}   -5.71{col 56}{space 3}0.000{col 64}{space 4}-.0321838{col 77}{space 3}-.0156006
{txt}{space 18}Agee {c |}{col 24}{res}{space 2}-.0065866{col 36}{space 2} .0026063{col 47}{space 1}   -2.53{col 56}{space 3}0.013{col 64}{space 4} -.011755{col 77}{space 3}-.0014182
{txt}{space 15}genderr {c |}{col 24}{res}{space 2} .0117444{col 36}{space 2} .0040253{col 47}{space 1}    2.92{col 56}{space 3}0.004{col 64}{space 4} .0037621{col 77}{space 3} .0197268
{txt}{space 17}Racee {c |}{col 24}{res}{space 2}-.0028563{col 36}{space 2} .0044273{col 47}{space 1}   -0.65{col 56}{space 3}0.520{col 64}{space 4}-.0116358{col 77}{space 3} .0059231
{txt}{space 8}MaritalStatuss {c |}{col 24}{res}{space 2}-.0034801{col 36}{space 2} .0034825{col 47}{space 1}   -1.00{col 56}{space 3}0.320{col 64}{space 4} -.010386{col 77}{space 3} .0034258
{txt}{space 10}endogeneityy {c |}{col 24}{res}{space 2}-.0261092{col 36}{space 2} .0035181{col 47}{space 1}   -7.42{col 56}{space 3}0.000{col 64}{space 4}-.0330857{col 77}{space 3}-.0191326
{txt}{space 19}tci {c |}{col 24}{res}{space 2}-.0204245{col 36}{space 2} .0050775{col 47}{space 1}   -4.02{col 56}{space 3}0.000{col 64}{space 4}-.0304934{col 77}{space 3}-.0103555
{txt}{space 4}journal_economicss {c |}{col 24}{res}{space 2}-.0139585{col 36}{space 2} .0043772{col 47}{space 1}   -3.19{col 56}{space 3}0.002{col 64}{space 4}-.0226387{col 77}{space 3}-.0052784
{txt}{space 4}journal_sociologyy {c |}{col 24}{res}{space 2}-.0170823{col 36}{space 2} .0062588{col 47}{space 1}   -2.73{col 56}{space 3}0.007{col 64}{space 4}-.0294937{col 77}{space 3}-.0046708
{txt}{space 6}journal_sciencee {c |}{col 24}{res}{space 2}-.0277374{col 36}{space 2} .0075534{col 47}{space 1}   -3.67{col 56}{space 3}0.000{col 64}{space 4} -.042716{col 77}{space 3}-.0127587
{txt}{space 10}Journalrankk {c |}{col 24}{res}{space 2} .0049894{col 36}{space 2} .0009668{col 47}{space 1}    5.16{col 56}{space 3}0.000{col 64}{space 4} .0030723{col 77}{space 3} .0069065
{txt}{space 14}pubyearr {c |}{col 24}{res}{space 2}-.0007933{col 36}{space 2}  .000311{col 47}{space 1}   -2.55{col 56}{space 3}0.012{col 64}{space 4}-.0014101{col 77}{space 3}-.0001766
{txt}{space 17}_cons {c |}{col 24}{res}{space 2} 1.533072{col 36}{space 2}  .327465{col 47}{space 1}    4.68{col 56}{space 3}0.000{col 64}{space 4} .8836964{col 77}{space 3} 2.182447
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. // THIS SECTION GIVES EQUAL WEIGHT TO EACH STUDY
. 
. *--------------------------------------------------------*
. *   TABLE: FixedEffects(Weight2) // Stepwise Regression  *
. *--------------------------------------------------------*
. 
. // Here we use backwards stepwise regression selecting on the best regression using the BIC criterion
. drop esample
{txt}
{com}. qui regress fetstatR conss    health_adll  health_diseasee health_mortalityy  health_obesityy health_depressionn  Selfreportedd   ///
> educ_secondaryy  educ_tertiaryy  educ_yschooll  NumberofEducvariabless    Europee Asiaa country_otherr  High_incomee ///
> Individualdataa  panell   sample_femalee   sample_malee sample_age25to500 sample_age50abovee sample_otherr  Agee genderr Racee ///
>  MaritalStatuss Incomee Occupationn   endogeneityy  tci tpvalue SEOther ///
>   journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee Journalrankk  pubyearr   [pweight = weight] 
{txt}
{com}. gen esample = e(sample)
{txt}
{com}. 
. vselect fetstatR   health_adll  health_diseasee health_mortalityy  health_obesityy health_depressionn    Selfreportedd   educ_secondaryy  educ_tertiaryy  educ_yschooll  NumberofEducvariabless  ///
> Europee Asiaa  country_otherr  High_incomee Individualdataa    sample_femalee   sample_malee ///
>  sample_age25to500 sample_age50abovee sample_otherr  Agee genderr Racee  MaritalStatuss Incomee Occupationn   ///
>  tci  SEOther  journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee  Journalrankk  pubyearr [pweight = weight] ,   ///
> backward bic fix(conss     endogeneityy)
{txt}BACKWARD variable selection
Information Criteria: BIC

{hline 78}
Stage 0 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC   32714.8
{hline 78}
BIC {col 7}32712.92  :              remove health_adll
BIC {col 7}32732.39  :              remove health_diseasee
BIC {col 7}32706.35  :              remove health_mortalityy
BIC {col 7}32706.84  :              remove health_obesityy
BIC {col 7}32706.54  :              remove health_depressionn
BIC {col 7}32877.78  :              remove Selfreportedd
BIC {col 7}32707.91  :              remove educ_secondaryy
BIC {col 7}32707.65  :              remove educ_tertiaryy
BIC {col 7}32726.21  :              remove educ_yschooll
BIC {col 7}32728.53  :              remove NumberofEducvariabless
BIC {col 7}32706.47  :              remove    Europee
BIC {col 7}32713.01  :              remove      Asiaa
BIC {col 7}32706.36  :              remove country_otherr
BIC {col 7}32706.48  :              remove High_incomee
BIC {col 7}32719.32  :              remove Individualdataa
BIC {col 7}32706.37  :              remove sample_femalee
BIC {col 7}32707.58  :              remove sample_malee
BIC {col 7}32706.35  :              remove sample_age25to500
BIC {col 7}32706.36  :              remove sample_age50abovee
BIC {col 7}32808.2   :              remove sample_otherr
BIC {col 7}32738.98  :              remove       Agee
BIC {col 7}32707.04  :              remove    genderr
BIC {col 7}32755.66  :              remove      Racee
BIC {col 7}32706.41  :              remove MaritalStatuss
BIC {col 7}32706.4   :              remove    Incomee
BIC {col 7}32723.41  :              remove Occupationn
BIC {col 7}33059.91  :              remove        tci
BIC {col 7}32711.69  :              remove    SEOther
BIC {col 7}33048.8   :              remove journal_economicss
BIC {col 7}32800.87  :              remove journal_sociologyy
BIC {col 7}32735.94  :              remove journal_developp
BIC {col 7}32706.35  :              remove journal_publichealthh
BIC {col 7}32709.37  :              remove journal_sciencee
BIC {col 7}33043.46  :              remove Journalrankk
BIC {col 7}32833.34  :              remove   pubyearr
{hline 78}
Stage 1 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  32706.35
{hline 78}
BIC {col 7}32704.49  :              remove health_adll
BIC {col 7}32724.05  :              remove health_diseasee
BIC {col 7}32697.91  :              remove health_mortalityy
BIC {col 7}32698.4   :              remove health_obesityy
BIC {col 7}32698.09  :              remove health_depressionn
BIC {col 7}32870.06  :              remove Selfreportedd
BIC {col 7}32699.46  :              remove educ_secondaryy
BIC {col 7}32699.21  :              remove educ_tertiaryy
BIC {col 7}32717.81  :              remove educ_yschooll
BIC {col 7}32720.19  :              remove NumberofEducvariabless
BIC {col 7}32698.02  :              remove    Europee
BIC {col 7}32704.57  :              remove      Asiaa
BIC {col 7}32697.91  :              remove country_otherr
BIC {col 7}32698.03  :              remove High_incomee
BIC {col 7}32710.92  :              remove Individualdataa
BIC {col 7}32697.92  :              remove sample_femalee
BIC {col 7}32699.17  :              remove sample_malee
BIC {col 7}32697.91  :              remove sample_age50abovee
BIC {col 7}32799.77  :              remove sample_otherr
BIC {col 7}32730.64  :              remove       Agee
BIC {col 7}32698.61  :              remove    genderr
BIC {col 7}32748.9   :              remove      Racee
BIC {col 7}32697.97  :              remove MaritalStatuss
BIC {col 7}32697.95  :              remove    Incomee
BIC {col 7}32716.01  :              remove Occupationn
BIC {col 7}33051.76  :              remove        tci
BIC {col 7}32703.24  :              remove    SEOther
BIC {col 7}33061.13  :              remove journal_economicss
BIC {col 7}32795.28  :              remove journal_sociologyy
BIC {col 7}32727.51  :              remove journal_developp
BIC {col 7}32697.91  :              remove journal_publichealthh
BIC {col 7}32700.92  :              remove journal_sciencee
BIC {col 7}33046.69  :              remove Journalrankk
BIC {col 7}32832.43  :              remove   pubyearr
{hline 78}
Stage 2 reg fetstatR conss endogeneityy health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32697.91
{hline 78}
BIC {col 7}32696.08  :              remove health_adll
BIC {col 7}32715.68  :              remove health_diseasee
BIC {col 7}32689.46  :              remove health_mortalityy
BIC {col 7}32689.95  :              remove health_obesityy
BIC {col 7}32689.65  :              remove health_depressionn
BIC {col 7}32864.26  :              remove Selfreportedd
BIC {col 7}32691.04  :              remove educ_secondaryy
BIC {col 7}32690.82  :              remove educ_tertiaryy
BIC {col 7}32710.58  :              remove educ_yschooll
BIC {col 7}32711.76  :              remove NumberofEducvariabless
BIC {col 7}32689.57  :              remove    Europee
BIC {col 7}32696.64  :              remove      Asiaa
BIC {col 7}32689.46  :              remove country_otherr
BIC {col 7}32689.59  :              remove High_incomee
BIC {col 7}32702.55  :              remove Individualdataa
BIC {col 7}32689.48  :              remove sample_femalee
BIC {col 7}32690.74  :              remove sample_malee
BIC {col 7}32689.46  :              remove sample_age50abovee
BIC {col 7}32791.38  :              remove sample_otherr
BIC {col 7}32722.27  :              remove       Agee
BIC {col 7}32690.18  :              remove    genderr
BIC {col 7}32740.45  :              remove      Racee
BIC {col 7}32689.52  :              remove MaritalStatuss
BIC {col 7}32689.51  :              remove    Incomee
BIC {col 7}32707.58  :              remove Occupationn
BIC {col 7}33066.65  :              remove        tci
BIC {col 7}32694.86  :              remove    SEOther
BIC {col 7}33059.36  :              remove journal_economicss
BIC {col 7}32792.22  :              remove journal_sociologyy
BIC {col 7}32720.45  :              remove journal_developp
BIC {col 7}32692.51  :              remove journal_sciencee
BIC {col 7}33078.61  :              remove Journalrankk
BIC {col 7}32825.23  :              remove   pubyearr
{hline 78}
Stage 3 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32689.46
{hline 78}
BIC {col 7}32691.01  :              remove health_adll
BIC {col 7}32763.04  :              remove health_diseasee
BIC {col 7}32681.61  :              remove health_obesityy
BIC {col 7}32681.2   :              remove health_depressionn
BIC {col 7}32918.42  :              remove Selfreportedd
BIC {col 7}32682.61  :              remove educ_secondaryy
BIC {col 7}32682.37  :              remove educ_tertiaryy
BIC {col 7}32702.13  :              remove educ_yschooll
BIC {col 7}32703.84  :              remove NumberofEducvariabless
BIC {col 7}32681.12  :              remove    Europee
BIC {col 7}32688.19  :              remove      Asiaa
BIC {col 7}32681.02  :              remove country_otherr
BIC {col 7}32681.14  :              remove High_incomee
BIC {col 7}32694.14  :              remove Individualdataa
BIC {col 7}32681.04  :              remove sample_femalee
BIC {col 7}32682.36  :              remove sample_malee
BIC {col 7}32681.01  :              remove sample_age50abovee
BIC {col 7}32782.99  :              remove sample_otherr
BIC {col 7}32714.85  :              remove       Agee
BIC {col 7}32681.76  :              remove    genderr
BIC {col 7}32736.85  :              remove      Racee
BIC {col 7}32681.07  :              remove MaritalStatuss
BIC {col 7}32681.06  :              remove    Incomee
BIC {col 7}32699.42  :              remove Occupationn
BIC {col 7}33067.83  :              remove        tci
BIC {col 7}32686.44  :              remove    SEOther
BIC {col 7}33051.27  :              remove journal_economicss
BIC {col 7}32783.93  :              remove journal_sociologyy
BIC {col 7}32712.02  :              remove journal_developp
BIC {col 7}32684.07  :              remove journal_sciencee
BIC {col 7}33073.48  :              remove Journalrankk
BIC {col 7}32816.96  :              remove   pubyearr
{hline 78}
Stage 4 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32681.01
{hline 78}
BIC {col 7}32682.57  :              remove health_adll
BIC {col 7}32754.62  :              remove health_diseasee
BIC {col 7}32673.17  :              remove health_obesityy
BIC {col 7}32672.75  :              remove health_depressionn
BIC {col 7}32912.16  :              remove Selfreportedd
BIC {col 7}32674.16  :              remove educ_secondaryy
BIC {col 7}32673.92  :              remove educ_tertiaryy
BIC {col 7}32693.74  :              remove educ_yschooll
BIC {col 7}32695.39  :              remove NumberofEducvariabless
BIC {col 7}32672.68  :              remove    Europee
BIC {col 7}32679.74  :              remove      Asiaa
BIC {col 7}32672.57  :              remove country_otherr
BIC {col 7}32672.69  :              remove High_incomee
BIC {col 7}32685.7   :              remove Individualdataa
BIC {col 7}32672.59  :              remove sample_femalee
BIC {col 7}32673.92  :              remove sample_malee
BIC {col 7}32774.56  :              remove sample_otherr
BIC {col 7}32706.41  :              remove       Agee
BIC {col 7}32673.32  :              remove    genderr
BIC {col 7}32728.71  :              remove      Racee
BIC {col 7}32672.62  :              remove MaritalStatuss
BIC {col 7}32672.62  :              remove    Incomee
BIC {col 7}32691.29  :              remove Occupationn
BIC {col 7}33059.39  :              remove        tci
BIC {col 7}32678     :              remove    SEOther
BIC {col 7}33044.32  :              remove journal_economicss
BIC {col 7}32777.84  :              remove journal_sociologyy
BIC {col 7}32703.58  :              remove journal_developp
BIC {col 7}32675.62  :              remove journal_sciencee
BIC {col 7}33066.69  :              remove Journalrankk
BIC {col 7}32811.31  :              remove   pubyearr
{hline 78}
Stage 5 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa High_incomee Individualdataa sample_femalee sample_malee  sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32672.57
{hline 78}
BIC {col 7}32674.13  :              remove health_adll
BIC {col 7}32746.41  :              remove health_diseasee
BIC {col 7}32664.72  :              remove health_obesityy
BIC {col 7}32664.32  :              remove health_depressionn
BIC {col 7}32904.21  :              remove Selfreportedd
BIC {col 7}32665.74  :              remove educ_secondaryy
BIC {col 7}32665.47  :              remove educ_tertiaryy
BIC {col 7}32685.34  :              remove educ_yschooll
BIC {col 7}32687.54  :              remove NumberofEducvariabless
BIC {col 7}32664.23  :              remove    Europee
BIC {col 7}32671.3   :              remove      Asiaa
BIC {col 7}32664.25  :              remove High_incomee
BIC {col 7}32677.33  :              remove Individualdataa
BIC {col 7}32664.15  :              remove sample_femalee
BIC {col 7}32665.47  :              remove sample_malee
BIC {col 7}32766.13  :              remove sample_otherr
BIC {col 7}32700.09  :              remove       Agee
BIC {col 7}32664.87  :              remove    genderr
BIC {col 7}32720.27  :              remove      Racee
BIC {col 7}32664.18  :              remove MaritalStatuss
BIC {col 7}32664.17  :              remove    Incomee
BIC {col 7}32682.89  :              remove Occupationn
BIC {col 7}33053.45  :              remove        tci
BIC {col 7}32669.68  :              remove    SEOther
BIC {col 7}33045.01  :              remove journal_economicss
BIC {col 7}32769.49  :              remove journal_sociologyy
BIC {col 7}32695.14  :              remove journal_developp
BIC {col 7}32667.17  :              remove journal_sciencee
BIC {col 7}33058.89  :              remove Journalrankk
BIC {col 7}32806.6   :              remove   pubyearr
{hline 78}
Stage 6 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa High_incomee Individualdataa sample_malee  sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32664.15
{hline 78}
BIC {col 7}32665.71  :              remove health_adll
BIC {col 7}32738.4   :              remove health_diseasee
BIC {col 7}32656.33  :              remove health_obesityy
BIC {col 7}32655.91  :              remove health_depressionn
BIC {col 7}32899.4   :              remove Selfreportedd
BIC {col 7}32657.33  :              remove educ_secondaryy
BIC {col 7}32657.04  :              remove educ_tertiaryy
BIC {col 7}32677.27  :              remove educ_yschooll
BIC {col 7}32679.18  :              remove NumberofEducvariabless
BIC {col 7}32655.8   :              remove    Europee
BIC {col 7}32662.85  :              remove      Asiaa
BIC {col 7}32655.84  :              remove High_incomee
BIC {col 7}32669.04  :              remove Individualdataa
BIC {col 7}32658.04  :              remove sample_malee
BIC {col 7}32757.71  :              remove sample_otherr
BIC {col 7}32692.09  :              remove       Agee
BIC {col 7}32656.97  :              remove    genderr
BIC {col 7}32711.83  :              remove      Racee
BIC {col 7}32655.79  :              remove MaritalStatuss
BIC {col 7}32655.76  :              remove    Incomee
BIC {col 7}32674.45  :              remove Occupationn
BIC {col 7}33052.37  :              remove        tci
BIC {col 7}32661.29  :              remove    SEOther
BIC {col 7}33057.32  :              remove journal_economicss
BIC {col 7}32784.77  :              remove journal_sociologyy
BIC {col 7}32687.49  :              remove journal_developp
BIC {col 7}32658.73  :              remove journal_sciencee
BIC {col 7}33171.46  :              remove Journalrankk
BIC {col 7}32806.05  :              remove   pubyearr
{hline 78}
Stage 7 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa High_incomee Individualdataa sample_malee  sample_otherr Agee genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32655.76
{hline 78}
BIC {col 7}32657.68  :              remove health_adll
BIC {col 7}32734.41  :              remove health_diseasee
BIC {col 7}32647.96  :              remove health_obesityy
BIC {col 7}32647.51  :              remove health_depressionn
BIC {col 7}32933.16  :              remove Selfreportedd
BIC {col 7}32648.98  :              remove educ_secondaryy
BIC {col 7}32648.59  :              remove educ_tertiaryy
BIC {col 7}32668.83  :              remove educ_yschooll
BIC {col 7}32672.97  :              remove NumberofEducvariabless
BIC {col 7}32647.36  :              remove    Europee
BIC {col 7}32654.44  :              remove      Asiaa
BIC {col 7}32647.46  :              remove High_incomee
BIC {col 7}32661.44  :              remove Individualdataa
BIC {col 7}32649.62  :              remove sample_malee
BIC {col 7}32749.38  :              remove sample_otherr
BIC {col 7}32690.29  :              remove       Agee
BIC {col 7}32648.71  :              remove    genderr
BIC {col 7}32707.66  :              remove      Racee
BIC {col 7}32647.46  :              remove MaritalStatuss
BIC {col 7}32666     :              remove Occupationn
BIC {col 7}33048.49  :              remove        tci
BIC {col 7}32652.95  :              remove    SEOther
BIC {col 7}33132.36  :              remove journal_economicss
BIC {col 7}32779.96  :              remove journal_sociologyy
BIC {col 7}32680.2   :              remove journal_developp
BIC {col 7}32650.38  :              remove journal_sciencee
BIC {col 7}33266.75  :              remove Journalrankk
BIC {col 7}32807.33  :              remove   pubyearr
{hline 78}
Stage 8 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Asiaa High_incomee Individualdataa sample_malee  sample_otherr Agee genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32647.36
{hline 78}
BIC {col 7}32649.23  :              remove health_adll
BIC {col 7}32728.02  :              remove health_diseasee
BIC {col 7}32639.52  :              remove health_obesityy
BIC {col 7}32639.14  :              remove health_depressionn
BIC {col 7}32932.03  :              remove Selfreportedd
BIC {col 7}32640.57  :              remove educ_secondaryy
BIC {col 7}32640.17  :              remove educ_tertiaryy
BIC {col 7}32660.46  :              remove educ_yschooll
BIC {col 7}32666.15  :              remove NumberofEducvariabless
BIC {col 7}32646     :              remove      Asiaa
BIC {col 7}32639.07  :              remove High_incomee
BIC {col 7}32653.14  :              remove Individualdataa
BIC {col 7}32641.35  :              remove sample_malee
BIC {col 7}32741.82  :              remove sample_otherr
BIC {col 7}32692.38  :              remove       Agee
BIC {col 7}32640.27  :              remove    genderr
BIC {col 7}32706.03  :              remove      Racee
BIC {col 7}32639.07  :              remove MaritalStatuss
BIC {col 7}32657.56  :              remove Occupationn
BIC {col 7}33069.63  :              remove        tci
BIC {col 7}32644.58  :              remove    SEOther
BIC {col 7}33124.02  :              remove journal_economicss
BIC {col 7}32774.51  :              remove journal_sociologyy
BIC {col 7}32671.77  :              remove journal_developp
BIC {col 7}32641.94  :              remove journal_sciencee
BIC {col 7}33321.47  :              remove Journalrankk
BIC {col 7}32812.17  :              remove   pubyearr
{hline 78}
Stage 9 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa sample_malee  sample_otherr Agee genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32639.07
{hline 78}
BIC {col 7}32640.89  :              remove health_adll
BIC {col 7}32720.53  :              remove health_diseasee
BIC {col 7}32631.19  :              remove health_obesityy
BIC {col 7}32630.84  :              remove health_depressionn
BIC {col 7}32923.68  :              remove Selfreportedd
BIC {col 7}32632.2   :              remove educ_secondaryy
BIC {col 7}32631.94  :              remove educ_tertiaryy
BIC {col 7}32652.02  :              remove educ_yschooll
BIC {col 7}32657.7   :              remove NumberofEducvariabless
BIC {col 7}32655.93  :              remove      Asiaa
BIC {col 7}32644.96  :              remove Individualdataa
BIC {col 7}32633.06  :              remove sample_malee
BIC {col 7}32733.48  :              remove sample_otherr
BIC {col 7}32684.19  :              remove       Agee
BIC {col 7}32632.03  :              remove    genderr
BIC {col 7}32697.69  :              remove      Racee
BIC {col 7}32630.73  :              remove MaritalStatuss
BIC {col 7}32649.19  :              remove Occupationn
BIC {col 7}33067.49  :              remove        tci
BIC {col 7}32636.14  :              remove    SEOther
BIC {col 7}33116.07  :              remove journal_economicss
BIC {col 7}32766.67  :              remove journal_sociologyy
BIC {col 7}32663.39  :              remove journal_developp
BIC {col 7}32633.64  :              remove journal_sciencee
BIC {col 7}33313.59  :              remove Journalrankk
BIC {col 7}32803.84  :              remove   pubyearr
{hline 78}
Stage 10 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa sample_malee  sample_otherr Agee genderr Racee  Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32630.73
{hline 78}
BIC {col 7}32632.61  :              remove health_adll
BIC {col 7}32712.87  :              remove health_diseasee
BIC {col 7}32622.82  :              remove health_obesityy
BIC {col 7}32622.5   :              remove health_depressionn
BIC {col 7}32915.58  :              remove Selfreportedd
BIC {col 7}32623.85  :              remove educ_secondaryy
BIC {col 7}32623.62  :              remove educ_tertiaryy
BIC {col 7}32643.64  :              remove educ_yschooll
BIC {col 7}32651.88  :              remove NumberofEducvariabless
BIC {col 7}32648.93  :              remove      Asiaa
BIC {col 7}32638.33  :              remove Individualdataa
BIC {col 7}32624.63  :              remove sample_malee
BIC {col 7}32725.14  :              remove sample_otherr
BIC {col 7}32675.81  :              remove       Agee
BIC {col 7}32623.62  :              remove    genderr
BIC {col 7}32693.45  :              remove      Racee
BIC {col 7}32651.69  :              remove Occupationn
BIC {col 7}33063.82  :              remove        tci
BIC {col 7}32627.73  :              remove    SEOther
BIC {col 7}33108.93  :              remove journal_economicss
BIC {col 7}32773.56  :              remove journal_sociologyy
BIC {col 7}32654.97  :              remove journal_developp
BIC {col 7}32625.33  :              remove journal_sciencee
BIC {col 7}33330.44  :              remove Journalrankk
BIC {col 7}32798.39  :              remove   pubyearr
{hline 78}
Stage 11 reg fetstatR conss endogeneityy health_adll health_diseasee health_obesityy Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa sample_malee  sample_otherr Agee genderr Racee  Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC   32622.5
{hline 78}
BIC {col 7}32624.81  :              remove health_adll
BIC {col 7}32704.77  :              remove health_diseasee
BIC {col 7}32614.68  :              remove health_obesityy
BIC {col 7}32907.13  :              remove Selfreportedd
BIC {col 7}32615.64  :              remove educ_secondaryy
BIC {col 7}32615.36  :              remove educ_tertiaryy
BIC {col 7}32635.35  :              remove educ_yschooll
BIC {col 7}32643.75  :              remove NumberofEducvariabless
BIC {col 7}32641.26  :              remove      Asiaa
BIC {col 7}32630     :              remove Individualdataa
BIC {col 7}32616.39  :              remove sample_malee
BIC {col 7}32717.05  :              remove sample_otherr
BIC {col 7}32668.26  :              remove       Agee
BIC {col 7}32615.32  :              remove    genderr
BIC {col 7}32685.17  :              remove      Racee
BIC {col 7}32643.89  :              remove Occupationn
BIC {col 7}33056.91  :              remove        tci
BIC {col 7}32619.89  :              remove    SEOther
BIC {col 7}33102.43  :              remove journal_economicss
BIC {col 7}32765.11  :              remove journal_sociologyy
BIC {col 7}32646.85  :              remove journal_developp
BIC {col 7}32617.05  :              remove journal_sciencee
BIC {col 7}33322.18  :              remove Journalrankk
BIC {col 7}32790.66  :              remove   pubyearr
{hline 78}
Stage 12 reg fetstatR conss endogeneityy health_adll health_diseasee  Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa sample_malee  sample_otherr Agee genderr Racee  Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32614.68
{hline 78}
BIC {col 7}32616.4   :              remove health_adll
BIC {col 7}32703.94  :              remove health_diseasee
BIC {col 7}32901.07  :              remove Selfreportedd
BIC {col 7}32607.81  :              remove educ_secondaryy
BIC {col 7}32607.61  :              remove educ_tertiaryy
BIC {col 7}32627.37  :              remove educ_yschooll
BIC {col 7}32635.97  :              remove NumberofEducvariabless
BIC {col 7}32633.1   :              remove      Asiaa
BIC {col 7}32622.45  :              remove Individualdataa
BIC {col 7}32608.46  :              remove sample_malee
BIC {col 7}32708.91  :              remove sample_otherr
BIC {col 7}32660.43  :              remove       Agee
BIC {col 7}32607.68  :              remove    genderr
BIC {col 7}32676.74  :              remove      Racee
BIC {col 7}32635.45  :              remove Occupationn
BIC {col 7}33059.54  :              remove        tci
BIC {col 7}32612.17  :              remove    SEOther
BIC {col 7}33095.4   :              remove journal_economicss
BIC {col 7}32759.16  :              remove journal_sociologyy
BIC {col 7}32638.45  :              remove journal_developp
BIC {col 7}32609.23  :              remove journal_sciencee
BIC {col 7}33316.82  :              remove Journalrankk
BIC {col 7}32782.94  :              remove   pubyearr
{hline 78}
Stage 13 reg fetstatR conss endogeneityy health_adll health_diseasee  Selfreportedd educ_secondaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa sample_malee  sample_otherr Agee genderr Racee  Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32607.61
{hline 78}
BIC {col 7}32609.63  :              remove health_adll
BIC {col 7}32696.37  :              remove health_diseasee
BIC {col 7}32893.06  :              remove Selfreportedd
BIC {col 7}32640.65  :              remove educ_secondaryy
BIC {col 7}32766.51  :              remove educ_yschooll
BIC {col 7}32628.95  :              remove NumberofEducvariabless
BIC {col 7}32625.52  :              remove      Asiaa
BIC {col 7}32615.15  :              remove Individualdataa
BIC {col 7}32601.49  :              remove sample_malee
BIC {col 7}32701.74  :              remove sample_otherr
BIC {col 7}32652.79  :              remove       Agee
BIC {col 7}32600.81  :              remove    genderr
BIC {col 7}32675.32  :              remove      Racee
BIC {col 7}32631.23  :              remove Occupationn
BIC {col 7}33054.62  :              remove        tci
BIC {col 7}32605.3   :              remove    SEOther
BIC {col 7}33091.27  :              remove journal_economicss
BIC {col 7}32750.91  :              remove journal_sociologyy
BIC {col 7}32630.01  :              remove journal_developp
BIC {col 7}32602.24  :              remove journal_sciencee
BIC {col 7}33310.23  :              remove Journalrankk
BIC {col 7}32784.68  :              remove   pubyearr
{hline 78}
Stage 14 reg fetstatR conss endogeneityy health_adll health_diseasee  Selfreportedd educ_secondaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa sample_malee  sample_otherr Agee Racee  Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32600.81
{hline 78}
BIC {col 7}32603.54  :              remove health_adll
BIC {col 7}32690.54  :              remove health_diseasee
BIC {col 7}32896.02  :              remove Selfreportedd
BIC {col 7}32632.44  :              remove educ_secondaryy
BIC {col 7}32758.14  :              remove educ_yschooll
BIC {col 7}32623.15  :              remove NumberofEducvariabless
BIC {col 7}32618.53  :              remove      Asiaa
BIC {col 7}32607.53  :              remove Individualdataa
BIC {col 7}32593.71  :              remove sample_malee
BIC {col 7}32705.29  :              remove sample_otherr
BIC {col 7}32648.46  :              remove       Agee
BIC {col 7}32668.3   :              remove      Racee
BIC {col 7}32628.88  :              remove Occupationn
BIC {col 7}33046.83  :              remove        tci
BIC {col 7}32598.64  :              remove    SEOther
BIC {col 7}33119.42  :              remove journal_economicss
BIC {col 7}32781.59  :              remove journal_sociologyy
BIC {col 7}32626.19  :              remove journal_developp
BIC {col 7}32595.69  :              remove journal_sciencee
BIC {col 7}33430.55  :              remove Journalrankk
BIC {col 7}32777.62  :              remove   pubyearr
{hline 78}
Stage 15 reg fetstatR conss endogeneityy health_adll health_diseasee  Selfreportedd educ_secondaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa   sample_otherr Agee Racee  Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  32593.71
{hline 78}
BIC {col 7}32596.66  :              remove health_adll
BIC {col 7}32685.17  :              remove health_diseasee
BIC {col 7}32888.78  :              remove Selfreportedd
BIC {col 7}32625.61  :              remove educ_secondaryy
BIC {col 7}32751.03  :              remove educ_yschooll
BIC {col 7}32616.31  :              remove NumberofEducvariabless
BIC {col 7}32611.4   :              remove      Asiaa
BIC {col 7}32601.35  :              remove Individualdataa
BIC {col 7}32697.27  :              remove sample_otherr
BIC {col 7}32640.03  :              remove       Agee
BIC {col 7}32662.01  :              remove      Racee
BIC {col 7}32623.53  :              remove Occupationn
BIC {col 7}33068.7   :              remove        tci
BIC {col 7}32591.42  :              remove    SEOther
BIC {col 7}33126.9   :              remove journal_economicss
BIC {col 7}32780.5   :              remove journal_sociologyy
BIC {col 7}32620.94  :              remove journal_developp
BIC {col 7}32588.68  :              remove journal_sciencee
BIC {col 7}33466.7   :              remove Journalrankk
BIC {col 7}32769.36  :              remove   pubyearr
{hline 78}
Stage 16 reg fetstatR conss endogeneityy health_adll health_diseasee  Selfreportedd educ_secondaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa   sample_otherr Agee Racee  Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp  Journalrankk pubyearr : BIC  32588.68
{hline 78}
BIC {col 7}32591.36  :              remove health_adll
BIC {col 7}32680.73  :              remove health_diseasee
BIC {col 7}32886.3   :              remove Selfreportedd
BIC {col 7}32620.97  :              remove educ_secondaryy
BIC {col 7}32744.41  :              remove educ_yschooll
BIC {col 7}32612.19  :              remove NumberofEducvariabless
BIC {col 7}32605.99  :              remove      Asiaa
BIC {col 7}32596.34  :              remove Individualdataa
BIC {col 7}32692.03  :              remove sample_otherr
BIC {col 7}32637.28  :              remove       Agee
BIC {col 7}32655.84  :              remove      Racee
BIC {col 7}32617.34  :              remove Occupationn
BIC {col 7}33075.03  :              remove        tci
BIC {col 7}32587.25  :              remove    SEOther
BIC {col 7}33118.51  :              remove journal_economicss
BIC {col 7}32773.52  :              remove journal_sociologyy
BIC {col 7}32615.45  :              remove journal_developp
BIC {col 7}33465.71  :              remove Journalrankk
BIC {col 7}32767.42  :              remove   pubyearr
{hline 78}
Stage 17 reg fetstatR conss endogeneityy health_adll health_diseasee  Selfreportedd educ_secondaryy educ_yschooll NumberofEducvariabless Asiaa  Individualdataa   sample_otherr Agee Racee  Occupationn tci journal_economicss journal_sociologyy journal_developp  Journalrankk pubyearr : BIC  32587.25
{hline 78}
BIC {col 7}32590.78  :              remove health_adll
BIC {col 7}32679.83  :              remove health_diseasee
BIC {col 7}32878.13  :              remove Selfreportedd
BIC {col 7}32618.58  :              remove educ_secondaryy
BIC {col 7}32737.07  :              remove educ_yschooll
BIC {col 7}32607.65  :              remove NumberofEducvariabless
BIC {col 7}32601.32  :              remove      Asiaa
BIC {col 7}32595.55  :              remove Individualdataa
BIC {col 7}32695.16  :              remove sample_otherr
BIC {col 7}32635.3   :              remove       Agee
BIC {col 7}32661.97  :              remove      Racee
BIC {col 7}32619.02  :              remove Occupationn
BIC {col 7}33074.91  :              remove        tci
BIC {col 7}33114.6   :              remove journal_economicss
BIC {col 7}32770.62  :              remove journal_sociologyy
BIC {col 7}32609.63  :              remove journal_developp
BIC {col 7}33476.6   :              remove Journalrankk
BIC {col 7}32786     :              remove   pubyearr

Final Model
(sum of wgt is 105)

Linear regression                               Number of obs     = {res}     4,671
                                                {txt}F(20, 4650)       =  {res}    11.13
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.5569
                                                {txt}Root MSE          =    {res} 7.7879

{txt}{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36}    Robust
{col 1}              fetstatR{col 24}{c |}      Coef.{col 36}   Std. Err.{col 48}      t{col 56}   P>|t|{col 64}     [95% Con{col 77}f. Interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}conss {c |}{col 24}{res}{space 2} 3.168316{col 36}{space 2} 1.955908{col 47}{space 1}    1.62{col 56}{space 3}0.105{col 64}{space 4}-.6661921{col 77}{space 3} 7.002823
{txt}{space 10}endogeneityy {c |}{col 24}{res}{space 2}-.0375869{col 36}{space 2} .0102737{col 47}{space 1}   -3.66{col 56}{space 3}0.000{col 64}{space 4}-.0577282{col 77}{space 3}-.0174456
{txt}{space 11}health_adll {c |}{col 24}{res}{space 2}  .004773{col 36}{space 2}  .006728{col 47}{space 1}    0.71{col 56}{space 3}0.478{col 64}{space 4}-.0084171{col 77}{space 3} .0179632
{txt}{space 7}health_diseasee {c |}{col 24}{res}{space 2}-.0087689{col 36}{space 2} .0024125{col 47}{space 1}   -3.63{col 56}{space 3}0.000{col 64}{space 4}-.0134985{col 77}{space 3}-.0040393
{txt}{space 9}Selfreportedd {c |}{col 24}{res}{space 2} .0193544{col 36}{space 2} .0055741{col 47}{space 1}    3.47{col 56}{space 3}0.001{col 64}{space 4} .0084265{col 77}{space 3} .0302823
{txt}{space 7}educ_secondaryy {c |}{col 24}{res}{space 2}  .007739{col 36}{space 2} .0040593{col 47}{space 1}    1.91{col 56}{space 3}0.057{col 64}{space 4}-.0002191{col 77}{space 3} .0156972
{txt}{space 9}educ_yschooll {c |}{col 24}{res}{space 2} .0183037{col 36}{space 2}   .00883{col 47}{space 1}    2.07{col 56}{space 3}0.038{col 64}{space 4} .0009927{col 77}{space 3} .0356146
{txt}NumberofEducvariabless {c |}{col 24}{res}{space 2}-.0024799{col 36}{space 2}  .000872{col 47}{space 1}   -2.84{col 56}{space 3}0.004{col 64}{space 4}-.0041894{col 77}{space 3}-.0007703
{txt}{space 17}Asiaa {c |}{col 24}{res}{space 2}-.0152651{col 36}{space 2} .0063053{col 47}{space 1}   -2.42{col 56}{space 3}0.016{col 64}{space 4}-.0276265{col 77}{space 3}-.0029037
{txt}{space 7}Individualdataa {c |}{col 24}{res}{space 2} .0146105{col 36}{space 2} .0156732{col 47}{space 1}    0.93{col 56}{space 3}0.351{col 64}{space 4}-.0161164{col 77}{space 3} .0453373
{txt}{space 9}sample_otherr {c |}{col 24}{res}{space 2}-.0341708{col 36}{space 2} .0042422{col 47}{space 1}   -8.05{col 56}{space 3}0.000{col 64}{space 4}-.0424876{col 77}{space 3} -.025854
{txt}{space 18}Agee {c |}{col 24}{res}{space 2}-.0079107{col 36}{space 2}  .003317{col 47}{space 1}   -2.38{col 56}{space 3}0.017{col 64}{space 4}-.0144136{col 77}{space 3}-.0014077
{txt}{space 17}Racee {c |}{col 24}{res}{space 2}-.0119054{col 36}{space 2} .0106199{col 47}{space 1}   -1.12{col 56}{space 3}0.262{col 64}{space 4}-.0327253{col 77}{space 3} .0089146
{txt}{space 11}Occupationn {c |}{col 24}{res}{space 2} .0105871{col 36}{space 2} .0097106{col 47}{space 1}    1.09{col 56}{space 3}0.276{col 64}{space 4}-.0084503{col 77}{space 3} .0296246
{txt}{space 19}tci {c |}{col 24}{res}{space 2}-.0430066{col 36}{space 2} .0131082{col 47}{space 1}   -3.28{col 56}{space 3}0.001{col 64}{space 4}-.0687047{col 77}{space 3}-.0173084
{txt}{space 4}journal_economicss {c |}{col 24}{res}{space 2}-.0353004{col 36}{space 2} .0117651{col 47}{space 1}   -3.00{col 56}{space 3}0.003{col 64}{space 4}-.0583655{col 77}{space 3}-.0122352
{txt}{space 4}journal_sociologyy {c |}{col 24}{res}{space 2}-.0334195{col 36}{space 2} .0070694{col 47}{space 1}   -4.73{col 56}{space 3}0.000{col 64}{space 4}-.0472789{col 77}{space 3}-.0195601
{txt}{space 6}journal_developp {c |}{col 24}{res}{space 2}-.0186103{col 36}{space 2} .0088175{col 47}{space 1}   -2.11{col 56}{space 3}0.035{col 64}{space 4}-.0358968{col 77}{space 3}-.0013238
{txt}{space 10}Journalrankk {c |}{col 24}{res}{space 2}  .007163{col 36}{space 2} .0011728{col 47}{space 1}    6.11{col 56}{space 3}0.000{col 64}{space 4} .0048637{col 77}{space 3} .0094622
{txt}{space 14}pubyearr {c |}{col 24}{res}{space 2}-.0015675{col 36}{space 2} .0009765{col 47}{space 1}   -1.61{col 56}{space 3}0.109{col 64}{space 4}-.0034818{col 77}{space 3} .0003469
{txt}{space 17}_cons {c |}{col 24}{res}{space 2} 1.167825{col 36}{space 2} .5707549{col 47}{space 1}    2.05{col 56}{space 3}0.041{col 64}{space 4} .0488752{col 77}{space 3} 2.286776
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. regress fetstatR conss    health_adll  health_diseasee   Selfreportedd   ///
>  educ_secondary educ_yschooll NumberofEducvariabless Asiaa  ///
>  Individualdataa sample_otherr ///
>  Agee Racee  ///
>   Occupationn endogeneityy  tci  ///
>  journal_economicss  journal_sociologyy   journal_developp  Journalrankk  pubyearr  [pweight = weight] if esample == 1, vce(cluster ID)
{txt}(sum of wgt is 105)

Linear regression                               Number of obs     = {res}     4,671
                                                {txt}F(20, 104)        =  {res}    27.79
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.5547
                                                {txt}Root MSE          =    {res} 7.8065

{txt}{ralign 88:(Std. Err. adjusted for {res:105} clusters in ID)}
{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36}    Robust
{col 1}              fetstatR{col 24}{c |}      Coef.{col 36}   Std. Err.{col 48}      t{col 56}   P>|t|{col 64}     [95% Con{col 77}f. Interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}conss {c |}{col 24}{res}{space 2} 3.123382{col 36}{space 2}  1.46255{col 47}{space 1}    2.14{col 56}{space 3}0.035{col 64}{space 4} .2230898{col 77}{space 3} 6.023675
{txt}{space 11}health_adll {c |}{col 24}{res}{space 2} .0048463{col 36}{space 2} .0072818{col 47}{space 1}    0.67{col 56}{space 3}0.507{col 64}{space 4}-.0095938{col 77}{space 3} .0192864
{txt}{space 7}health_diseasee {c |}{col 24}{res}{space 2}-.0089874{col 36}{space 2} .0023926{col 47}{space 1}   -3.76{col 56}{space 3}0.000{col 64}{space 4}-.0137319{col 77}{space 3}-.0042428
{txt}{space 9}Selfreportedd {c |}{col 24}{res}{space 2} .0190167{col 36}{space 2} .0057513{col 47}{space 1}    3.31{col 56}{space 3}0.001{col 64}{space 4} .0076117{col 77}{space 3} .0304217
{txt}{space 8}educ_secondary {c |}{col 24}{res}{space 2} 1.364816{col 36}{space 2} 1.002116{col 47}{space 1}    1.36{col 56}{space 3}0.176{col 64}{space 4}-.6224187{col 77}{space 3}  3.35205
{txt}{space 9}educ_yschooll {c |}{col 24}{res}{space 2}  .017999{col 36}{space 2} .0066718{col 47}{space 1}    2.70{col 56}{space 3}0.008{col 64}{space 4} .0047686{col 77}{space 3} .0312293
{txt}NumberofEducvariabless {c |}{col 24}{res}{space 2}-.0022427{col 36}{space 2} .0011851{col 47}{space 1}   -1.89{col 56}{space 3}0.061{col 64}{space 4}-.0045928{col 77}{space 3} .0001074
{txt}{space 17}Asiaa {c |}{col 24}{res}{space 2}-.0153891{col 36}{space 2}  .005909{col 47}{space 1}   -2.60{col 56}{space 3}0.011{col 64}{space 4}-.0271069{col 77}{space 3}-.0036713
{txt}{space 7}Individualdataa {c |}{col 24}{res}{space 2} .0137473{col 36}{space 2} .0095144{col 47}{space 1}    1.44{col 56}{space 3}0.151{col 64}{space 4}-.0051201{col 77}{space 3} .0326147
{txt}{space 9}sample_otherr {c |}{col 24}{res}{space 2}-.0341737{col 36}{space 2} .0044063{col 47}{space 1}   -7.76{col 56}{space 3}0.000{col 64}{space 4}-.0429115{col 77}{space 3}-.0254359
{txt}{space 18}Agee {c |}{col 24}{res}{space 2}-.0084799{col 36}{space 2} .0041449{col 47}{space 1}   -2.05{col 56}{space 3}0.043{col 64}{space 4}-.0166993{col 77}{space 3}-.0002605
{txt}{space 17}Racee {c |}{col 24}{res}{space 2} -.011488{col 36}{space 2} .0066175{col 47}{space 1}   -1.74{col 56}{space 3}0.086{col 64}{space 4}-.0246107{col 77}{space 3} .0016347
{txt}{space 11}Occupationn {c |}{col 24}{res}{space 2} .0102765{col 36}{space 2} .0056863{col 47}{space 1}    1.81{col 56}{space 3}0.074{col 64}{space 4}-.0009995{col 77}{space 3} .0215526
{txt}{space 10}endogeneityy {c |}{col 24}{res}{space 2}-.0368898{col 36}{space 2}  .012774{col 47}{space 1}   -2.89{col 56}{space 3}0.005{col 64}{space 4}-.0622212{col 77}{space 3}-.0115584
{txt}{space 19}tci {c |}{col 24}{res}{space 2} -.043598{col 36}{space 2} .0102793{col 47}{space 1}   -4.24{col 56}{space 3}0.000{col 64}{space 4}-.0639822{col 77}{space 3}-.0232137
{txt}{space 4}journal_economicss {c |}{col 24}{res}{space 2}-.0355197{col 36}{space 2} .0091482{col 47}{space 1}   -3.88{col 56}{space 3}0.000{col 64}{space 4}-.0536609{col 77}{space 3}-.0173786
{txt}{space 4}journal_sociologyy {c |}{col 24}{res}{space 2}-.0332951{col 36}{space 2} .0088282{col 47}{space 1}   -3.77{col 56}{space 3}0.000{col 64}{space 4}-.0508018{col 77}{space 3}-.0157883
{txt}{space 6}journal_developp {c |}{col 24}{res}{space 2}-.0182894{col 36}{space 2} .0121067{col 47}{space 1}   -1.51{col 56}{space 3}0.134{col 64}{space 4}-.0422974{col 77}{space 3} .0057186
{txt}{space 10}Journalrankk {c |}{col 24}{res}{space 2} .0070878{col 36}{space 2} .0010536{col 47}{space 1}    6.73{col 56}{space 3}0.000{col 64}{space 4} .0049985{col 77}{space 3} .0091772
{txt}{space 14}pubyearr {c |}{col 24}{res}{space 2}-.0015443{col 36}{space 2} .0007285{col 47}{space 1}   -2.12{col 56}{space 3}0.036{col 64}{space 4}-.0029889{col 77}{space 3}-.0000998
{txt}{space 17}_cons {c |}{col 24}{res}{space 2} 1.043826{col 36}{space 2} .4831405{col 47}{space 1}    2.16{col 56}{space 3}0.033{col 64}{space 4} .0857408{col 77}{space 3} 2.001912
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. ///////////////////////////////////////////////
> //////////////  RANDOM EFFECTS  ///////////////
> ///////////////////////////////////////////////
> 
. replace conss = 1/reseR
{txt}(4,671 real changes made)

{com}. replace health_adll=health_adl/reseR  
{txt}(377 real changes made)

{com}. replace health_diseasee=health_disease/reseR 
{txt}(921 real changes made)

{com}. replace health_mortalityy=health_mortality/reseR 
{txt}(1,185 real changes made)

{com}. replace health_obesityy=health_obesity/reseR
{txt}(1,001 real changes made)

{com}. replace health_depressionn=health_depression/reseR
{txt}(355 real changes made)

{com}. replace Selfreportedd=Selfreported/reseR
{txt}(2,926 real changes made)

{com}. 
. replace educ_primaryy=educ_primary/reseR
{txt}(493 real changes made)

{com}. replace educ_secondaryy=educ_secondary/reseR
{txt}(1,261 real changes made)

{com}. replace educ_tertiaryy=educ_tertiary/reseR
{txt}(771 real changes made)

{com}. replace educ_yschooll=educ_yschool/reseR
{txt}(2,146 real changes made)

{com}. 
. replace   NumberofEducvariabless= NumberofEducvariables/reseR
{txt}(4,671 real changes made)

{com}. 
. replace Europee = Europe/reseR
{txt}(2,405 real changes made)

{com}. replace Asiaa = Asia/reseR
{txt}(563 real changes made)

{com}. replace country_otherr=country_other/reseR
{txt}(49 real changes made)

{com}. replace High_incomee = High_income/reseR
{txt}(4,273 real changes made)

{com}. 
. replace Individualdataa=Individualdata/reseR
{txt}(4,567 real changes made)

{com}. replace panell = Panel/reseR
{txt}(3,374 real changes made)

{com}. 
. replace  sample_femalee= sample_female/reseR
{txt}(1,029 real changes made)

{com}. replace  sample_malee=sample_male/reseR 
{txt}(1,127 real changes made)

{com}. replace  sample_age25to500=sample_age25to50/reseR 
{txt}(101 real changes made)

{com}. replace sample_age50abovee=sample_age50above/reseR 
{txt}(105 real changes made)

{com}. replace sample_otherr=sample_other/reseR
{txt}(31 real changes made)

{com}. 
. replace Agee=Age/reseR
{txt}(3,183 real changes made)

{com}. replace genderr=gender/reseR
{txt}(3,765 real changes made)

{com}. replace Racee=Race/reseR
{txt}(1,336 real changes made)

{com}. replace MaritalStatuss= MaritalStatus/reseR
{txt}(1,067 real changes made)

{com}. replace Incomee=Income/reseR
{txt}(622 real changes made)

{com}. replace Occupationn= Occupation/reseR
{txt}(465 real changes made)

{com}. 
. replace ORHRR=ORHR/reseR  
{txt}(882 real changes made)

{com}. replace FGLSS= FGLS/reseR
{txt}(231 real changes made)

{com}. replace ProbitLogitt= ProbitLogit/reseR 
{txt}(620 real changes made)

{com}. replace HLMM=HLM/reseR
{txt}(170 real changes made)

{com}. replace OrderedProbitLogitt= OrderedProbitLogit/reseR
{txt}(86 real changes made)

{com}. replace IV2slsivprobitGMMM= IV2slsivprobitGMM/reseR
{txt}(1,138 real changes made)

{com}. replace FixedEffectt= FixedEffect/seR 
{txt}(0 real changes made)

{com}. replace regressiondiscontinuityy= regressiondiscontinuity/reseR 
{txt}(45 real changes made)

{com}. replace ExperimentQuasi_experimentt= ExperimentQuasi_experiment /reseR
{txt}(76 real changes made)

{com}. replace Other11=Other1/reseR 
{txt}(157 real changes made)

{com}. 
. replace endogeneityy= endogeneity/reseR
{txt}(1,412 real changes made)

{com}. 
. replace tci =  TcalculatedbyCI/seR
{txt}(0 real changes made)

{com}. replace tpvalue = Tcalculatedbypvalue/reseR
{txt}(910 real changes made)

{com}. replace SEOtherr = SEOther/reseR
{txt}(2,299 real changes made)

{com}. 
. 
. 
. replace journal_economicss=journal_economics/seR
{txt}(0 real changes made)

{com}. replace journal_sociologyy=journal_sociology/seR  
{txt}(0 real changes made)

{com}. replace journal_developp=journal_develop/seR 
{txt}(0 real changes made)

{com}. replace journal_publichealthh=journal_publichealth/seR
{txt}(0 real changes made)

{com}. replace journal_sciencee=journal_science/seR
{txt}(0 real changes made)

{com}. replace Journalrankk=Journalrank/reseR
{txt}(3,318 real changes made)

{com}. replace pubyearr = PubYear/reseR
{txt}(4,671 real changes made)

{com}. 
. 
. 
. 
. // THIS SECTION GIVES EQUAL WEIGHT TO EACH OBSERVATION
. 
. *---------------------------------------------------------*
. *   TABLE: RandomEffects(Weight1) // Stepwise Regression  *
. *---------------------------------------------------------*
. 
. // NOTE: For Random Effects models, SE/reseR is not equal to 1. This causes a problem because the
. // stepwise regression command does not have a "noconstant" option. Our solution is to run the stepwise
. // regression with the constant term, then drop it in the final equation.
. 
. // Here we use backwards stepwise regression selecting on the best regression using the BIC criterion
. 
. drop esample
{txt}
{com}. quietly regress retstatR conss repubbiasR  health_adll  health_diseasee health_mortalityy  health_obesityy health_depressionn  Selfreportedd   ///
> educ_secondaryy  educ_tertiaryy  educ_yschooll  NumberofEducvariabless    Europee Asiaa country_otherr  High_incomee ///
> Individualdataa  panell   sample_femalee   sample_malee sample_age25to500 sample_age50abovee sample_otherr  Agee genderr Racee ///
>  MaritalStatuss Incomee Occupationn   endogeneityy  tci tpvalue SEOther ///
>   journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee  Journalrankk  pubyearr   
{txt}
{com}. 
. 
. gen esample = e(sample)
{txt}
{com}. 
. 
. vselect retstatR  repubbiasR  health_adll  health_diseasee health_mortalityy  health_obesityy health_depressionn Selfreportedd   educ_secondaryy  educ_tertiaryy  educ_yschooll  NumberofEducvariabless  ///
> Europee Asiaa country_otherr  High_incomee Individualdataa    sample_femalee   sample_malee ///
>  sample_age25to500 sample_age50abovee sample_otherr  Agee genderr Racee  MaritalStatuss Incomee Occupationn   ///
>  tci  SEOther  journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee  Journalrankk  pubyearr  if esample==1, ///
> backward bic fix(conss      endogeneityy)
{txt}BACKWARD variable selection
Information Criteria: BIC

{hline 78}
Stage 0 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12775.86
{hline 78}
BIC {col 7}12880.37  :              remove repubbiasR
BIC {col 7}12786.69  :              remove health_adll
BIC {col 7}12913.79  :              remove health_diseasee
BIC {col 7}12774.96  :              remove health_mortalityy
BIC {col 7}12788.41  :              remove health_obesityy
BIC {col 7}12772.17  :              remove health_depressionn
BIC {col 7}12784.54  :              remove Selfreportedd
BIC {col 7}12790     :              remove educ_secondaryy
BIC {col 7}12818.84  :              remove educ_tertiaryy
BIC {col 7}12893.57  :              remove educ_yschooll
BIC {col 7}12769.18  :              remove NumberofEducvariabless
BIC {col 7}12767.68  :              remove    Europee
BIC {col 7}12780.47  :              remove      Asiaa
BIC {col 7}12778.32  :              remove country_otherr
BIC {col 7}12772.65  :              remove High_incomee
BIC {col 7}12779.36  :              remove Individualdataa
BIC {col 7}12784.22  :              remove sample_femalee
BIC {col 7}12858.79  :              remove sample_malee
BIC {col 7}12767.9   :              remove sample_age25to500
BIC {col 7}12770.12  :              remove sample_age50abovee
BIC {col 7}12775.29  :              remove sample_otherr
BIC {col 7}12767.42  :              remove       Agee
BIC {col 7}12779.07  :              remove    genderr
BIC {col 7}12771.07  :              remove      Racee
BIC {col 7}12774.21  :              remove MaritalStatuss
BIC {col 7}12767.5   :              remove    Incomee
BIC {col 7}12776.39  :              remove Occupationn
BIC {col 7}12770.02  :              remove        tci
BIC {col 7}12786.87  :              remove    SEOther
BIC {col 7}12767.72  :              remove journal_economicss
BIC {col 7}12767.59  :              remove journal_sociologyy
BIC {col 7}12816.19  :              remove journal_developp
BIC {col 7}12771.45  :              remove journal_publichealthh
BIC {col 7}12773.24  :              remove journal_sciencee
BIC {col 7}12786.88  :              remove Journalrankk
BIC {col 7}12820.15  :              remove   pubyearr
{hline 78}
Stage 1 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_age50abovee sample_otherr genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12767.42
{hline 78}
BIC {col 7}12872.34  :              remove repubbiasR
BIC {col 7}12778.36  :              remove health_adll
BIC {col 7}12905.38  :              remove health_diseasee
BIC {col 7}12766.56  :              remove health_mortalityy
BIC {col 7}12780     :              remove health_obesityy
BIC {col 7}12763.74  :              remove health_depressionn
BIC {col 7}12776.1   :              remove Selfreportedd
BIC {col 7}12781.72  :              remove educ_secondaryy
BIC {col 7}12810.54  :              remove educ_tertiaryy
BIC {col 7}12888.25  :              remove educ_yschooll
BIC {col 7}12760.75  :              remove NumberofEducvariabless
BIC {col 7}12759.24  :              remove    Europee
BIC {col 7}12772.04  :              remove      Asiaa
BIC {col 7}12770.14  :              remove country_otherr
BIC {col 7}12764.24  :              remove High_incomee
BIC {col 7}12771.06  :              remove Individualdataa
BIC {col 7}12775.93  :              remove sample_femalee
BIC {col 7}12851.07  :              remove sample_malee
BIC {col 7}12759.47  :              remove sample_age25to500
BIC {col 7}12761.67  :              remove sample_age50abovee
BIC {col 7}12766.86  :              remove sample_otherr
BIC {col 7}12771.8   :              remove    genderr
BIC {col 7}12762.7   :              remove      Racee
BIC {col 7}12765.78  :              remove MaritalStatuss
BIC {col 7}12759.05  :              remove    Incomee
BIC {col 7}12767.97  :              remove Occupationn
BIC {col 7}12761.61  :              remove        tci
BIC {col 7}12778.55  :              remove    SEOther
BIC {col 7}12759.28  :              remove journal_economicss
BIC {col 7}12759.15  :              remove journal_sociologyy
BIC {col 7}12807.94  :              remove journal_developp
BIC {col 7}12763.18  :              remove journal_publichealthh
BIC {col 7}12764.81  :              remove journal_sciencee
BIC {col 7}12779.09  :              remove Journalrankk
BIC {col 7}12814.96  :              remove   pubyearr
{hline 78}
Stage 2 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_age50abovee sample_otherr genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12759.05
{hline 78}
BIC {col 7}12864.12  :              remove repubbiasR
BIC {col 7}12769.91  :              remove health_adll
BIC {col 7}12897     :              remove health_diseasee
BIC {col 7}12758.2   :              remove health_mortalityy
BIC {col 7}12771.72  :              remove health_obesityy
BIC {col 7}12755.4   :              remove health_depressionn
BIC {col 7}12767.66  :              remove Selfreportedd
BIC {col 7}12773.44  :              remove educ_secondaryy
BIC {col 7}12802.12  :              remove educ_tertiaryy
BIC {col 7}12879.95  :              remove educ_yschooll
BIC {col 7}12752.34  :              remove NumberofEducvariabless
BIC {col 7}12750.86  :              remove    Europee
BIC {col 7}12763.68  :              remove      Asiaa
BIC {col 7}12761.73  :              remove country_otherr
BIC {col 7}12755.8   :              remove High_incomee
BIC {col 7}12763.55  :              remove Individualdataa
BIC {col 7}12768.43  :              remove sample_femalee
BIC {col 7}12846.37  :              remove sample_malee
BIC {col 7}12751.06  :              remove sample_age25to500
BIC {col 7}12753.31  :              remove sample_age50abovee
BIC {col 7}12758.47  :              remove sample_otherr
BIC {col 7}12764.31  :              remove    genderr
BIC {col 7}12754.51  :              remove      Racee
BIC {col 7}12758.04  :              remove MaritalStatuss
BIC {col 7}12759.8   :              remove Occupationn
BIC {col 7}12753.28  :              remove        tci
BIC {col 7}12770.36  :              remove    SEOther
BIC {col 7}12750.93  :              remove journal_economicss
BIC {col 7}12750.78  :              remove journal_sociologyy
BIC {col 7}12799.5   :              remove journal_developp
BIC {col 7}12754.8   :              remove journal_publichealthh
BIC {col 7}12756.41  :              remove journal_sciencee
BIC {col 7}12770.64  :              remove Journalrankk
BIC {col 7}12806.54  :              remove   pubyearr
{hline 78}
Stage 3 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_age50abovee sample_otherr genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12750.78
{hline 78}
BIC {col 7}12880.88  :              remove repubbiasR
BIC {col 7}12761.48  :              remove health_adll
BIC {col 7}12890.43  :              remove health_diseasee
BIC {col 7}12749.79  :              remove health_mortalityy
BIC {col 7}12763.34  :              remove health_obesityy
BIC {col 7}12747.28  :              remove health_depressionn
BIC {col 7}12759.29  :              remove Selfreportedd
BIC {col 7}12765.55  :              remove educ_secondaryy
BIC {col 7}12794.05  :              remove educ_tertiaryy
BIC {col 7}12873.55  :              remove educ_yschooll
BIC {col 7}12744.47  :              remove NumberofEducvariabless
BIC {col 7}12742.54  :              remove    Europee
BIC {col 7}12755.34  :              remove      Asiaa
BIC {col 7}12753.65  :              remove country_otherr
BIC {col 7}12747.72  :              remove High_incomee
BIC {col 7}12755.5   :              remove Individualdataa
BIC {col 7}12760.95  :              remove sample_femalee
BIC {col 7}12841.2   :              remove sample_malee
BIC {col 7}12742.84  :              remove sample_age25to500
BIC {col 7}12744.99  :              remove sample_age50abovee
BIC {col 7}12750.15  :              remove sample_otherr
BIC {col 7}12756.77  :              remove    genderr
BIC {col 7}12746.48  :              remove      Racee
BIC {col 7}12749.77  :              remove MaritalStatuss
BIC {col 7}12751.45  :              remove Occupationn
BIC {col 7}12744.94  :              remove        tci
BIC {col 7}12762.1   :              remove    SEOther
BIC {col 7}12742.86  :              remove journal_economicss
BIC {col 7}12796.72  :              remove journal_developp
BIC {col 7}12747.03  :              remove journal_publichealthh
BIC {col 7}12747.98  :              remove journal_sciencee
BIC {col 7}12763.89  :              remove Journalrankk
BIC {col 7}12802.6   :              remove   pubyearr
{hline 78}
Stage 4 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_age50abovee sample_otherr genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12742.54
{hline 78}
BIC {col 7}12874.44  :              remove repubbiasR
BIC {col 7}12753.11  :              remove health_adll
BIC {col 7}12882.54  :              remove health_diseasee
BIC {col 7}12741.36  :              remove health_mortalityy
BIC {col 7}12755.01  :              remove health_obesityy
BIC {col 7}12739.3   :              remove health_depressionn
BIC {col 7}12752.48  :              remove Selfreportedd
BIC {col 7}12757.25  :              remove educ_secondaryy
BIC {col 7}12787.27  :              remove educ_tertiaryy
BIC {col 7}12867.3   :              remove educ_yschooll
BIC {col 7}12736.1   :              remove NumberofEducvariabless
BIC {col 7}12747.75  :              remove      Asiaa
BIC {col 7}12747.34  :              remove country_otherr
BIC {col 7}12739.4   :              remove High_incomee
BIC {col 7}12747.99  :              remove Individualdataa
BIC {col 7}12753.98  :              remove sample_femalee
BIC {col 7}12837.83  :              remove sample_malee
BIC {col 7}12734.62  :              remove sample_age25to500
BIC {col 7}12736.7   :              remove sample_age50abovee
BIC {col 7}12741.91  :              remove sample_otherr
BIC {col 7}12748.54  :              remove    genderr
BIC {col 7}12738.2   :              remove      Racee
BIC {col 7}12741.33  :              remove MaritalStatuss
BIC {col 7}12743.52  :              remove Occupationn
BIC {col 7}12736.71  :              remove        tci
BIC {col 7}12753.68  :              remove    SEOther
BIC {col 7}12734.64  :              remove journal_economicss
BIC {col 7}12788.6   :              remove journal_developp
BIC {col 7}12738.67  :              remove journal_publichealthh
BIC {col 7}12739.79  :              remove journal_sciencee
BIC {col 7}12755.49  :              remove Journalrankk
BIC {col 7}12796.88  :              remove   pubyearr
{hline 78}
Stage 5 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12734.62
{hline 78}
BIC {col 7}12866.05  :              remove repubbiasR
BIC {col 7}12745.02  :              remove health_adll
BIC {col 7}12874.78  :              remove health_diseasee
BIC {col 7}12733.08  :              remove health_mortalityy
BIC {col 7}12746.97  :              remove health_obesityy
BIC {col 7}12731.28  :              remove health_depressionn
BIC {col 7}12744.54  :              remove Selfreportedd
BIC {col 7}12749.03  :              remove educ_secondaryy
BIC {col 7}12778.95  :              remove educ_tertiaryy
BIC {col 7}12858.86  :              remove educ_yschooll
BIC {col 7}12728.06  :              remove NumberofEducvariabless
BIC {col 7}12740.17  :              remove      Asiaa
BIC {col 7}12739.3   :              remove country_otherr
BIC {col 7}12731.4   :              remove High_incomee
BIC {col 7}12739.75  :              remove Individualdataa
BIC {col 7}12747.09  :              remove sample_femalee
BIC {col 7}12833.15  :              remove sample_malee
BIC {col 7}12729.45  :              remove sample_age50abovee
BIC {col 7}12734.27  :              remove sample_otherr
BIC {col 7}12741.3   :              remove    genderr
BIC {col 7}12730.21  :              remove      Racee
BIC {col 7}12733.73  :              remove MaritalStatuss
BIC {col 7}12735.09  :              remove Occupationn
BIC {col 7}12728.85  :              remove        tci
BIC {col 7}12745.75  :              remove    SEOther
BIC {col 7}12726.82  :              remove journal_economicss
BIC {col 7}12780.62  :              remove journal_developp
BIC {col 7}12730.54  :              remove journal_publichealthh
BIC {col 7}12731.94  :              remove journal_sciencee
BIC {col 7}12747.29  :              remove Journalrankk
BIC {col 7}12789.59  :              remove   pubyearr
{hline 78}
Stage 6 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr genderr Racee MaritalStatuss Occupationn tci SEOther  journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12726.82
{hline 78}
BIC {col 7}12869.01  :              remove repubbiasR
BIC {col 7}12737.3   :              remove health_adll
BIC {col 7}12868.55  :              remove health_diseasee
BIC {col 7}12726.23  :              remove health_mortalityy
BIC {col 7}12738.97  :              remove health_obesityy
BIC {col 7}12723.43  :              remove health_depressionn
BIC {col 7}12736.11  :              remove Selfreportedd
BIC {col 7}12741.62  :              remove educ_secondaryy
BIC {col 7}12771.36  :              remove educ_tertiaryy
BIC {col 7}12857.7   :              remove educ_yschooll
BIC {col 7}12720.75  :              remove NumberofEducvariabless
BIC {col 7}12732.66  :              remove      Asiaa
BIC {col 7}12730.86  :              remove country_otherr
BIC {col 7}12723.62  :              remove High_incomee
BIC {col 7}12731.75  :              remove Individualdataa
BIC {col 7}12740.06  :              remove sample_femalee
BIC {col 7}12827.44  :              remove sample_malee
BIC {col 7}12721.69  :              remove sample_age50abovee
BIC {col 7}12726.21  :              remove sample_otherr
BIC {col 7}12733.95  :              remove    genderr
BIC {col 7}12722.36  :              remove      Racee
BIC {col 7}12726.91  :              remove MaritalStatuss
BIC {col 7}12726.94  :              remove Occupationn
BIC {col 7}12721.54  :              remove        tci
BIC {col 7}12738.64  :              remove    SEOther
BIC {col 7}12772.17  :              remove journal_developp
BIC {col 7}12722.62  :              remove journal_publichealthh
BIC {col 7}12724.8   :              remove journal_sciencee
BIC {col 7}12742.05  :              remove Journalrankk
BIC {col 7}12782.08  :              remove   pubyearr
{hline 78}
Stage 7 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr genderr Racee MaritalStatuss Occupationn tci SEOther  journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12720.75
{hline 78}
BIC {col 7}12882.13  :              remove repubbiasR
BIC {col 7}12730.13  :              remove health_adll
BIC {col 7}12862.29  :              remove health_diseasee
BIC {col 7}12719.85  :              remove health_mortalityy
BIC {col 7}12732.7   :              remove health_obesityy
BIC {col 7}12717.31  :              remove health_depressionn
BIC {col 7}12729.76  :              remove Selfreportedd
BIC {col 7}12733.97  :              remove educ_secondaryy
BIC {col 7}12762.91  :              remove educ_tertiaryy
BIC {col 7}12854.76  :              remove educ_yschooll
BIC {col 7}12725.85  :              remove      Asiaa
BIC {col 7}12724.81  :              remove country_otherr
BIC {col 7}12717.31  :              remove High_incomee
BIC {col 7}12724.71  :              remove Individualdataa
BIC {col 7}12733.27  :              remove sample_femalee
BIC {col 7}12819.61  :              remove sample_malee
BIC {col 7}12715.78  :              remove sample_age50abovee
BIC {col 7}12719.9   :              remove sample_otherr
BIC {col 7}12728.21  :              remove    genderr
BIC {col 7}12719.12  :              remove      Racee
BIC {col 7}12719.56  :              remove MaritalStatuss
BIC {col 7}12721.86  :              remove Occupationn
BIC {col 7}12714.99  :              remove        tci
BIC {col 7}12738.52  :              remove    SEOther
BIC {col 7}12765.61  :              remove journal_developp
BIC {col 7}12716.63  :              remove journal_publichealthh
BIC {col 7}12719.12  :              remove journal_sciencee
BIC {col 7}12735.1   :              remove Journalrankk
BIC {col 7}12775.66  :              remove   pubyearr
{hline 78}
Stage 8 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr genderr Racee MaritalStatuss Occupationn SEOther  journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  12714.99
{hline 78}
BIC {col 7}12879.81  :              remove repubbiasR
BIC {col 7}12724.61  :              remove health_adll
BIC {col 7}12854.39  :              remove health_diseasee
BIC {col 7}12714.74  :              remove health_mortalityy
BIC {col 7}12725.9   :              remove health_obesityy
BIC {col 7}12711.05  :              remove health_depressionn
BIC {col 7}12723.46  :              remove Selfreportedd
BIC {col 7}12731.11  :              remove educ_secondaryy
BIC {col 7}12761.32  :              remove educ_tertiaryy
BIC {col 7}12856.75  :              remove educ_yschooll
BIC {col 7}12720.02  :              remove      Asiaa
BIC {col 7}12719.13  :              remove country_otherr
BIC {col 7}12711.78  :              remove High_incomee
BIC {col 7}12720.13  :              remove Individualdataa
BIC {col 7}12729.38  :              remove sample_femalee
BIC {col 7}12817.91  :              remove sample_malee
BIC {col 7}12709.94  :              remove sample_age50abovee
BIC {col 7}12714.12  :              remove sample_otherr
BIC {col 7}12722.19  :              remove    genderr
BIC {col 7}12712.56  :              remove      Racee
BIC {col 7}12713.74  :              remove MaritalStatuss
BIC {col 7}12715.72  :              remove Occupationn
BIC {col 7}12733.14  :              remove    SEOther
BIC {col 7}12759.84  :              remove journal_developp
BIC {col 7}12709.31  :              remove journal_publichealthh
BIC {col 7}12714.54  :              remove journal_sciencee
BIC {col 7}12728.8   :              remove Journalrankk
BIC {col 7}12769.49  :              remove   pubyearr
{hline 78}
Stage 9 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr genderr Racee MaritalStatuss Occupationn SEOther  journal_developp journal_sciencee Journalrankk pubyearr : BIC  12709.31
{hline 78}
BIC {col 7}12875.02  :              remove repubbiasR
BIC {col 7}12719.34  :              remove health_adll
BIC {col 7}12846.86  :              remove health_diseasee
BIC {col 7}12707.6   :              remove health_mortalityy
BIC {col 7}12719.84  :              remove health_obesityy
BIC {col 7}12705.4   :              remove health_depressionn
BIC {col 7}12718.26  :              remove Selfreportedd
BIC {col 7}12723.48  :              remove educ_secondaryy
BIC {col 7}12753.56  :              remove educ_tertiaryy
BIC {col 7}12848.63  :              remove educ_yschooll
BIC {col 7}12712.45  :              remove      Asiaa
BIC {col 7}12713.85  :              remove country_otherr
BIC {col 7}12704.94  :              remove High_incomee
BIC {col 7}12713.03  :              remove Individualdataa
BIC {col 7}12723.7   :              remove sample_femalee
BIC {col 7}12811.93  :              remove sample_malee
BIC {col 7}12704.9   :              remove sample_age50abovee
BIC {col 7}12708.88  :              remove sample_otherr
BIC {col 7}12715.56  :              remove    genderr
BIC {col 7}12708.61  :              remove      Racee
BIC {col 7}12707.51  :              remove MaritalStatuss
BIC {col 7}12710.16  :              remove Occupationn
BIC {col 7}12727.42  :              remove    SEOther
BIC {col 7}12751.95  :              remove journal_developp
BIC {col 7}12710.35  :              remove journal_sciencee
BIC {col 7}12727.16  :              remove Journalrankk
BIC {col 7}12767.62  :              remove   pubyearr
{hline 78}
Stage 10 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee  sample_otherr genderr Racee MaritalStatuss Occupationn SEOther  journal_developp journal_sciencee Journalrankk pubyearr : BIC   12704.9
{hline 78}
BIC {col 7}12868.76  :              remove repubbiasR
BIC {col 7}12715.6   :              remove health_adll
BIC {col 7}12842.37  :              remove health_diseasee
BIC {col 7}12704.26  :              remove health_mortalityy
BIC {col 7}12715.83  :              remove health_obesityy
BIC {col 7}12701.41  :              remove health_depressionn
BIC {col 7}12714.03  :              remove Selfreportedd
BIC {col 7}12719.47  :              remove educ_secondaryy
BIC {col 7}12749.77  :              remove educ_tertiaryy
BIC {col 7}12844.84  :              remove educ_yschooll
BIC {col 7}12707.19  :              remove      Asiaa
BIC {col 7}12709.61  :              remove country_otherr
BIC {col 7}12700.56  :              remove High_incomee
BIC {col 7}12709.04  :              remove Individualdataa
BIC {col 7}12717.83  :              remove sample_femalee
BIC {col 7}12804.62  :              remove sample_malee
BIC {col 7}12704.11  :              remove sample_otherr
BIC {col 7}12710.48  :              remove    genderr
BIC {col 7}12704.71  :              remove      Racee
BIC {col 7}12703.19  :              remove MaritalStatuss
BIC {col 7}12709.28  :              remove Occupationn
BIC {col 7}12724.5   :              remove    SEOther
BIC {col 7}12747.56  :              remove journal_developp
BIC {col 7}12705.8   :              remove journal_sciencee
BIC {col 7}12723.69  :              remove Journalrankk
BIC {col 7}12764.97  :              remove   pubyearr
{hline 78}
Stage 11 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr genderr Racee MaritalStatuss Occupationn SEOther  journal_developp journal_sciencee Journalrankk pubyearr : BIC  12700.56
{hline 78}
BIC {col 7}12868.38  :              remove repubbiasR
BIC {col 7}12710.96  :              remove health_adll
BIC {col 7}12844.71  :              remove health_diseasee
BIC {col 7}12700.44  :              remove health_mortalityy
BIC {col 7}12715.64  :              remove health_obesityy
BIC {col 7}12696.87  :              remove health_depressionn
BIC {col 7}12710.19  :              remove Selfreportedd
BIC {col 7}12712.71  :              remove educ_secondaryy
BIC {col 7}12743.4   :              remove educ_tertiaryy
BIC {col 7}12836.96  :              remove educ_yschooll
BIC {col 7}12699.32  :              remove      Asiaa
BIC {col 7}12704.94  :              remove country_otherr
BIC {col 7}12706.28  :              remove Individualdataa
BIC {col 7}12714.11  :              remove sample_femalee
BIC {col 7}12801.34  :              remove sample_malee
BIC {col 7}12699.41  :              remove sample_otherr
BIC {col 7}12706.87  :              remove    genderr
BIC {col 7}12699.1   :              remove      Racee
BIC {col 7}12697.72  :              remove MaritalStatuss
BIC {col 7}12704.7   :              remove Occupationn
BIC {col 7}12721.7   :              remove    SEOther
BIC {col 7}12749.19  :              remove journal_developp
BIC {col 7}12701.37  :              remove journal_sciencee
BIC {col 7}12718.59  :              remove Journalrankk
BIC {col 7}12756.54  :              remove   pubyearr
{hline 78}
Stage 12 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr genderr Racee MaritalStatuss Occupationn SEOther  journal_developp journal_sciencee Journalrankk pubyearr : BIC  12696.87
{hline 78}
BIC {col 7}12864.54  :              remove repubbiasR
BIC {col 7}12703.39  :              remove health_adll
BIC {col 7}12841.24  :              remove health_diseasee
BIC {col 7}12694.36  :              remove health_mortalityy
BIC {col 7}12707.44  :              remove health_obesityy
BIC {col 7}12707.35  :              remove Selfreportedd
BIC {col 7}12707.78  :              remove educ_secondaryy
BIC {col 7}12739.94  :              remove educ_tertiaryy
BIC {col 7}12841.57  :              remove educ_yschooll
BIC {col 7}12697.45  :              remove      Asiaa
BIC {col 7}12701.25  :              remove country_otherr
BIC {col 7}12703.3   :              remove Individualdataa
BIC {col 7}12710.53  :              remove sample_femalee
BIC {col 7}12797.59  :              remove sample_malee
BIC {col 7}12695.55  :              remove sample_otherr
BIC {col 7}12701.52  :              remove    genderr
BIC {col 7}12694.12  :              remove      Racee
BIC {col 7}12694.32  :              remove MaritalStatuss
BIC {col 7}12699.56  :              remove Occupationn
BIC {col 7}12714.69  :              remove    SEOther
BIC {col 7}12743.35  :              remove journal_developp
BIC {col 7}12698.26  :              remove journal_sciencee
BIC {col 7}12719.88  :              remove Journalrankk
BIC {col 7}12749.04  :              remove   pubyearr
{hline 78}
Stage 13 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr Individualdataa sample_femalee sample_malee  sample_otherr genderr MaritalStatuss Occupationn SEOther  journal_developp journal_sciencee Journalrankk pubyearr : BIC  12694.12
{hline 78}
BIC {col 7}12862.53  :              remove repubbiasR
BIC {col 7}12700.32  :              remove health_adll
BIC {col 7}12848.31  :              remove health_diseasee
BIC {col 7}12693.7   :              remove health_mortalityy
BIC {col 7}12704.81  :              remove health_obesityy
BIC {col 7}12701.75  :              remove Selfreportedd
BIC {col 7}12702.65  :              remove educ_secondaryy
BIC {col 7}12734.79  :              remove educ_tertiaryy
BIC {col 7}12834.86  :              remove educ_yschooll
BIC {col 7}12694.2   :              remove      Asiaa
BIC {col 7}12699.52  :              remove country_otherr
BIC {col 7}12701.75  :              remove Individualdataa
BIC {col 7}12704.65  :              remove sample_femalee
BIC {col 7}12789.49  :              remove sample_malee
BIC {col 7}12692.62  :              remove sample_otherr
BIC {col 7}12694.82  :              remove    genderr
BIC {col 7}12698.35  :              remove MaritalStatuss
BIC {col 7}12699.53  :              remove Occupationn
BIC {col 7}12717.9   :              remove    SEOther
BIC {col 7}12745.49  :              remove journal_developp
BIC {col 7}12694.87  :              remove journal_sciencee
BIC {col 7}12716.54  :              remove Journalrankk
BIC {col 7}12746.03  :              remove   pubyearr
{hline 78}
Stage 14 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr Individualdataa sample_femalee sample_malee   genderr MaritalStatuss Occupationn SEOther  journal_developp journal_sciencee Journalrankk pubyearr : BIC  12692.62
{hline 78}
BIC {col 7}12860.16  :              remove repubbiasR
BIC {col 7}12698.26  :              remove health_adll
BIC {col 7}12845.05  :              remove health_diseasee
BIC {col 7}12691.49  :              remove health_mortalityy
BIC {col 7}12704.2   :              remove health_obesityy
BIC {col 7}12700.88  :              remove Selfreportedd
BIC {col 7}12700.71  :              remove educ_secondaryy
BIC {col 7}12731.42  :              remove educ_tertiaryy
BIC {col 7}12832.28  :              remove educ_yschooll
BIC {col 7}12692.34  :              remove      Asiaa
BIC {col 7}12697.94  :              remove country_otherr
BIC {col 7}12700.81  :              remove Individualdataa
BIC {col 7}12701.51  :              remove sample_femalee
BIC {col 7}12784.54  :              remove sample_malee
BIC {col 7}12693.55  :              remove    genderr
BIC {col 7}12696.82  :              remove MaritalStatuss
BIC {col 7}12698.7   :              remove Occupationn
BIC {col 7}12715.36  :              remove    SEOther
BIC {col 7}12743.99  :              remove journal_developp
BIC {col 7}12692.94  :              remove journal_sciencee
BIC {col 7}12712.64  :              remove Journalrankk
BIC {col 7}12739.97  :              remove   pubyearr
{hline 78}
Stage 15 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_obesityy Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  Asiaa country_otherr Individualdataa sample_femalee sample_malee   genderr MaritalStatuss Occupationn SEOther  journal_developp journal_sciencee Journalrankk pubyearr : BIC  12691.49
{hline 78}
BIC {col 7}12863.03  :              remove repubbiasR
BIC {col 7}12693.74  :              remove health_adll
BIC {col 7}12844.43  :              remove health_diseasee
BIC {col 7}12696.44  :              remove health_obesityy
BIC {col 7}12748.15  :              remove Selfreportedd
BIC {col 7}12697.98  :              remove educ_secondaryy
BIC {col 7}12730.41  :              remove educ_tertiaryy
BIC {col 7}12837.22  :              remove educ_yschooll
BIC {col 7}12690.94  :              remove      Asiaa
BIC {col 7}12699.17  :              remove country_otherr
BIC {col 7}12695.98  :              remove Individualdataa
BIC {col 7}12699.37  :              remove sample_femalee
BIC {col 7}12780.88  :              remove sample_malee
BIC {col 7}12692.18  :              remove    genderr
BIC {col 7}12694.46  :              remove MaritalStatuss
BIC {col 7}12701.31  :              remove Occupationn
BIC {col 7}12716.82  :              remove    SEOther
BIC {col 7}12740.73  :              remove journal_developp
BIC {col 7}12693.87  :              remove journal_sciencee
BIC {col 7}12708.82  :              remove Journalrankk
BIC {col 7}12740.26  :              remove   pubyearr
{hline 78}
Stage 16 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_obesityy Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll  country_otherr Individualdataa sample_femalee sample_malee   genderr MaritalStatuss Occupationn SEOther  journal_developp journal_sciencee Journalrankk pubyearr : BIC  12690.94
{hline 78}
BIC {col 7}12856.4   :              remove repubbiasR
BIC {col 7}12693.63  :              remove health_adll
BIC {col 7}12841.04  :              remove health_diseasee
BIC {col 7}12694.92  :              remove health_obesityy
BIC {col 7}12743.74  :              remove Selfreportedd
BIC {col 7}12697.83  :              remove educ_secondaryy
BIC {col 7}12732.71  :              remove educ_tertiaryy
BIC {col 7}12832     :              remove educ_yschooll
BIC {col 7}12698.42  :              remove country_otherr
BIC {col 7}12695.3   :              remove Individualdataa
BIC {col 7}12701.17  :              remove sample_femalee
BIC {col 7}12785.48  :              remove sample_malee
BIC {col 7}12693.89  :              remove    genderr
BIC {col 7}12694.68  :              remove MaritalStatuss
BIC {col 7}12710.62  :              remove Occupationn
BIC {col 7}12727.25  :              remove    SEOther
BIC {col 7}12737.96  :              remove journal_developp
BIC {col 7}12692.77  :              remove journal_sciencee
BIC {col 7}12707.62  :              remove Journalrankk
BIC {col 7}12750.92  :              remove   pubyearr

Final Model

      Source {c |}       SS           df       MS      Number of obs   ={res}     4,671
{txt}{hline 13}{c +}{hline 34}   F(22, 4648)     = {res}    66.30
{txt}       Model {c |} {res} 1245.95794        22  56.6344517   {txt}Prob > F        ={res}    0.0000
{txt}    Residual {c |} {res} 3970.35805     4,648  .854207842   {txt}R-squared       ={res}    0.2389
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.2353
{txt}       Total {c |} {res} 5216.31599     4,670  1.11698415   {txt}Root MSE        =   {res} .92423

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}        retstatR{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 11}conss {c |}{col 18}{res}{space 2} 2.275919{col 30}{space 2} .2585558{col 41}{space 1}    8.80{col 50}{space 3}0.000{col 58}{space 4} 1.769027{col 71}{space 3} 2.782811
{txt}{space 4}endogeneityy {c |}{col 18}{res}{space 2}-.0293108{col 30}{space 2} .0013486{col 41}{space 1}  -21.73{col 50}{space 3}0.000{col 58}{space 4}-.0319547{col 71}{space 3}-.0266669
{txt}{space 6}repubbiasR {c |}{col 18}{res}{space 2} 2.767079{col 30}{space 2} .2083896{col 41}{space 1}   13.28{col 50}{space 3}0.000{col 58}{space 4} 2.358536{col 71}{space 3} 3.175622
{txt}{space 5}health_adll {c |}{col 18}{res}{space 2}-.0067946{col 30}{space 2} .0020398{col 41}{space 1}   -3.33{col 50}{space 3}0.001{col 58}{space 4}-.0107936{col 71}{space 3}-.0027956
{txt}{space 1}health_diseasee {c |}{col 18}{res}{space 2}-.0190413{col 30}{space 2} .0015031{col 41}{space 1}  -12.67{col 50}{space 3}0.000{col 58}{space 4}-.0219881{col 71}{space 3}-.0160945
{txt}{space 1}health_obesityy {c |}{col 18}{res}{space 2}-.0053822{col 30}{space 2} .0015293{col 41}{space 1}   -3.52{col 50}{space 3}0.000{col 58}{space 4}-.0083804{col 71}{space 3} -.002384
{txt}{space 3}Selfreportedd {c |}{col 18}{res}{space 2} .0100639{col 30}{space 2} .0012848{col 41}{space 1}    7.83{col 50}{space 3}0.000{col 58}{space 4} .0075451{col 71}{space 3} .0125827
{txt}{space 1}educ_secondaryy {c |}{col 18}{res}{space 2} .0078088{col 30}{space 2}  .001997{col 41}{space 1}    3.91{col 50}{space 3}0.000{col 58}{space 4} .0038937{col 71}{space 3} .0117239
{txt}{space 2}educ_tertiaryy {c |}{col 18}{res}{space 2} .0149977{col 30}{space 2} .0021158{col 41}{space 1}    7.09{col 50}{space 3}0.000{col 58}{space 4} .0108497{col 71}{space 3} .0191457
{txt}{space 3}educ_yschooll {c |}{col 18}{res}{space 2} .0233617{col 30}{space 2}    .0019{col 41}{space 1}   12.30{col 50}{space 3}0.000{col 58}{space 4} .0196368{col 71}{space 3} .0270866
{txt}{space 2}country_otherr {c |}{col 18}{res}{space 2}  .019519{col 30}{space 2} .0048977{col 41}{space 1}    3.99{col 50}{space 3}0.000{col 58}{space 4} .0099172{col 71}{space 3} .0291207
{txt}{space 1}Individualdataa {c |}{col 18}{res}{space 2}-.0128525{col 30}{space 2} .0035969{col 41}{space 1}   -3.57{col 50}{space 3}0.000{col 58}{space 4}-.0199041{col 71}{space 3}-.0058009
{txt}{space 2}sample_femalee {c |}{col 18}{res}{space 2}-.0064305{col 30}{space 2} .0014901{col 41}{space 1}   -4.32{col 50}{space 3}0.000{col 58}{space 4}-.0093518{col 71}{space 3}-.0035092
{txt}{space 4}sample_malee {c |}{col 18}{res}{space 2}-.0149855{col 30}{space 2} .0014721{col 41}{space 1}  -10.18{col 50}{space 3}0.000{col 58}{space 4}-.0178716{col 71}{space 3}-.0120994
{txt}{space 9}genderr {c |}{col 18}{res}{space 2} .0052941{col 30}{space 2}  .001571{col 41}{space 1}    3.37{col 50}{space 3}0.001{col 58}{space 4} .0022142{col 71}{space 3} .0083741
{txt}{space 2}MaritalStatuss {c |}{col 18}{res}{space 2}-.0049067{col 30}{space 2}  .001408{col 41}{space 1}   -3.48{col 50}{space 3}0.000{col 58}{space 4} -.007667{col 71}{space 3}-.0021464
{txt}{space 5}Occupationn {c |}{col 18}{res}{space 2}-.0103076{col 30}{space 2} .0019451{col 41}{space 1}   -5.30{col 50}{space 3}0.000{col 58}{space 4} -.014121{col 71}{space 3}-.0064942
{txt}{space 9}SEOther {c |}{col 18}{res}{space 2} .2400271{col 30}{space 2} .0358774{col 41}{space 1}    6.69{col 50}{space 3}0.000{col 58}{space 4} .1696904{col 71}{space 3} .3103638
{txt}journal_developp {c |}{col 18}{res}{space 2} .0030029{col 30}{space 2}  .000403{col 41}{space 1}    7.45{col 50}{space 3}0.000{col 58}{space 4} .0022129{col 71}{space 3} .0037929
{txt}journal_sciencee {c |}{col 18}{res}{space 2}-.0048386{col 30}{space 2} .0015116{col 41}{space 1}   -3.20{col 50}{space 3}0.001{col 58}{space 4}-.0078021{col 71}{space 3}-.0018751
{txt}{space 4}Journalrankk {c |}{col 18}{res}{space 2} .0016377{col 30}{space 2} .0003271{col 41}{space 1}    5.01{col 50}{space 3}0.000{col 58}{space 4} .0009965{col 71}{space 3} .0022789
{txt}{space 8}pubyearr {c |}{col 18}{res}{space 2}-.0010723{col 30}{space 2} .0001295{col 41}{space 1}   -8.28{col 50}{space 3}0.000{col 58}{space 4}-.0013261{col 71}{space 3}-.0008185
{txt}{space 11}_cons {c |}{col 18}{res}{space 2}-3.387103{col 30}{space 2} .4133135{col 41}{space 1}   -8.19{col 50}{space 3}0.000{col 58}{space 4}-4.197393{col 71}{space 3}-2.576812
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. regress retstatR conss repubbiasR  health_adll  health_diseasee  ///
>  health_obesityy   Selfreportedd   ///
>  educ_secondaryy educ_tertiary educ_yschooll    country_otherr Individualdataa   ///
>  sample_femalee sample_malee  ///
>   genderr MaritalStatuss   Occupationn SEOther ///
>  endogeneityy   ///
>  journal_developp journal_sciencee Journalrankk  pubyearr   if esample == 1, noc vce(cluster ID) 

{txt}Linear regression                               Number of obs     = {res}     4,671
                                                {txt}{help j_robustsingular:F(21, 104) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4592
                                                {txt}Root MSE          =    {res} .93009

{txt}{ralign 82:(Std. Err. adjusted for {res:105} clusters in ID)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}        retstatR{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 11}conss {c |}{col 18}{res}{space 2} 2.392799{col 30}{space 2} .8932869{col 41}{space 1}    2.68{col 50}{space 3}0.009{col 58}{space 4} .6213777{col 71}{space 3} 4.164221
{txt}{space 6}repubbiasR {c |}{col 18}{res}{space 2} 1.092547{col 30}{space 2} .2700085{col 41}{space 1}    4.05{col 50}{space 3}0.000{col 58}{space 4} .5571099{col 71}{space 3} 1.627984
{txt}{space 5}health_adll {c |}{col 18}{res}{space 2}-.0080038{col 30}{space 2} .0043304{col 41}{space 1}   -1.85{col 50}{space 3}0.067{col 58}{space 4}-.0165912{col 71}{space 3} .0005837
{txt}{space 1}health_diseasee {c |}{col 18}{res}{space 2}-.0201956{col 30}{space 2} .0039881{col 41}{space 1}   -5.06{col 50}{space 3}0.000{col 58}{space 4}-.0281042{col 71}{space 3} -.012287
{txt}{space 1}health_obesityy {c |}{col 18}{res}{space 2}-.0058155{col 30}{space 2}  .004591{col 41}{space 1}   -1.27{col 50}{space 3}0.208{col 58}{space 4}-.0149196{col 71}{space 3} .0032886
{txt}{space 3}Selfreportedd {c |}{col 18}{res}{space 2}  .011549{col 30}{space 2} .0034809{col 41}{space 1}    3.32{col 50}{space 3}0.001{col 58}{space 4} .0046463{col 71}{space 3} .0184517
{txt}{space 1}educ_secondaryy {c |}{col 18}{res}{space 2} .0099726{col 30}{space 2} .0077892{col 41}{space 1}    1.28{col 50}{space 3}0.203{col 58}{space 4}-.0054737{col 71}{space 3} .0254189
{txt}{space 3}educ_tertiary {c |}{col 18}{res}{space 2} .4191861{col 30}{space 2}  .224326{col 41}{space 1}    1.87{col 50}{space 3}0.064{col 58}{space 4}-.0256609{col 71}{space 3}  .864033
{txt}{space 3}educ_yschooll {c |}{col 18}{res}{space 2} .0234046{col 30}{space 2} .0082429{col 41}{space 1}    2.84{col 50}{space 3}0.005{col 58}{space 4} .0070586{col 71}{space 3} .0397506
{txt}{space 2}country_otherr {c |}{col 18}{res}{space 2} .0181337{col 30}{space 2}  .004929{col 41}{space 1}    3.68{col 50}{space 3}0.000{col 58}{space 4} .0083593{col 71}{space 3}  .027908
{txt}{space 1}Individualdataa {c |}{col 18}{res}{space 2}-.0115481{col 30}{space 2} .0107514{col 41}{space 1}   -1.07{col 50}{space 3}0.285{col 58}{space 4}-.0328684{col 71}{space 3} .0097723
{txt}{space 2}sample_femalee {c |}{col 18}{res}{space 2}-.0051716{col 30}{space 2} .0044302{col 41}{space 1}   -1.17{col 50}{space 3}0.246{col 58}{space 4}-.0139569{col 71}{space 3} .0036137
{txt}{space 4}sample_malee {c |}{col 18}{res}{space 2}-.0137303{col 30}{space 2} .0034604{col 41}{space 1}   -3.97{col 50}{space 3}0.000{col 58}{space 4}-.0205924{col 71}{space 3}-.0068683
{txt}{space 9}genderr {c |}{col 18}{res}{space 2} .0050139{col 30}{space 2} .0036741{col 41}{space 1}    1.36{col 50}{space 3}0.175{col 58}{space 4}-.0022721{col 71}{space 3} .0122999
{txt}{space 2}MaritalStatuss {c |}{col 18}{res}{space 2}-.0038302{col 30}{space 2} .0040617{col 41}{space 1}   -0.94{col 50}{space 3}0.348{col 58}{space 4}-.0118846{col 71}{space 3} .0042243
{txt}{space 5}Occupationn {c |}{col 18}{res}{space 2}-.0108117{col 30}{space 2} .0038332{col 41}{space 1}   -2.82{col 50}{space 3}0.006{col 58}{space 4}-.0184131{col 71}{space 3}-.0032103
{txt}{space 9}SEOther {c |}{col 18}{res}{space 2} .2587797{col 30}{space 2} .1211101{col 41}{space 1}    2.14{col 50}{space 3}0.035{col 58}{space 4} .0186138{col 71}{space 3} .4989457
{txt}{space 4}endogeneityy {c |}{col 18}{res}{space 2}  -.02823{col 30}{space 2} .0045047{col 41}{space 1}   -6.27{col 50}{space 3}0.000{col 58}{space 4}-.0371629{col 71}{space 3} -.019297
{txt}journal_developp {c |}{col 18}{res}{space 2} .0029944{col 30}{space 2} .0014411{col 41}{space 1}    2.08{col 50}{space 3}0.040{col 58}{space 4} .0001366{col 71}{space 3} .0058523
{txt}journal_sciencee {c |}{col 18}{res}{space 2}-.0042575{col 30}{space 2} .0023567{col 41}{space 1}   -1.81{col 50}{space 3}0.074{col 58}{space 4}-.0089309{col 71}{space 3} .0004159
{txt}{space 4}Journalrankk {c |}{col 18}{res}{space 2} .0016163{col 30}{space 2} .0010878{col 41}{space 1}    1.49{col 50}{space 3}0.140{col 58}{space 4}-.0005408{col 71}{space 3} .0037735
{txt}{space 8}pubyearr {c |}{col 18}{res}{space 2}-.0011855{col 30}{space 2} .0004474{col 41}{space 1}   -2.65{col 50}{space 3}0.009{col 58}{space 4}-.0020727{col 71}{space 3}-.0002984
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
.                            
.                            
. // THIS SECTION GIVES EQUAL WEIGHT TO EACH STUDY
. 
. *---------------------------------------------------------*
. *   TABLE: RandomEffects(Weight2) // Stepwise Regression  *
. *---------------------------------------------------------*
. 
. drop esample
{txt}
{com}. quietly regress retstatR conss repubbiasR  health_adll  health_diseasee health_mortalityy  health_obesityy health_depressionn  Selfreportedd   ///
> educ_secondaryy  educ_tertiaryy  educ_yschooll  NumberofEducvariabless    Europee Asiaa country_otherr  High_incomee ///
> Individualdataa  panell   sample_femalee   sample_malee sample_age25to500 sample_age50abovee sample_otherr  Agee genderr Racee ///
>  MaritalStatuss Incomee Occupationn   endogeneityy  tci tpvalue SEOther ///
>   journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee  Journalrankk  pubyearr     [pweight = weight] 
{txt}
{com}. 
. gen esample = e(sample)
{txt}
{com}. 
. vselect retstatR  repubbiasR  health_adll  health_diseasee health_mortalityy  health_obesityy health_depressionn   Selfreportedd   educ_secondaryy  educ_tertiaryy  educ_yschooll  NumberofEducvariabless  ///
> Europee Asiaa country_otherr  High_incomee Individualdataa    sample_femalee   sample_malee ///
>  sample_age25to500 sample_age50abovee sample_otherr  Agee genderr Racee  MaritalStatuss Incomee Occupationn   ///
>  tci  SEOther journal_economicss  journal_sociologyy   journal_developp  journal_publichealthh  journal_sciencee  Journalrankk  pubyearr [pweight = weight] , ///
> backward bic fix(conss    endogeneityy)
{txt}BACKWARD variable selection
Information Criteria: BIC

{hline 78}
Stage 0 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age25to500 sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13825.79
{hline 78}
BIC {col 7}13829.33  :              remove repubbiasR
BIC {col 7}13827.48  :              remove health_adll
BIC {col 7}13986.16  :              remove health_diseasee
BIC {col 7}13886.75  :              remove health_mortalityy
BIC {col 7}13869.36  :              remove health_obesityy
BIC {col 7}13829.25  :              remove health_depressionn
BIC {col 7}13817.75  :              remove Selfreportedd
BIC {col 7}13827.34  :              remove educ_secondaryy
BIC {col 7}13826.54  :              remove educ_tertiaryy
BIC {col 7}13878.04  :              remove educ_yschooll
BIC {col 7}13828.62  :              remove NumberofEducvariabless
BIC {col 7}13843.4   :              remove    Europee
BIC {col 7}13835.85  :              remove      Asiaa
BIC {col 7}13828.61  :              remove country_otherr
BIC {col 7}13822.78  :              remove High_incomee
BIC {col 7}13829.4   :              remove Individualdataa
BIC {col 7}13817.74  :              remove sample_femalee
BIC {col 7}13842.89  :              remove sample_malee
BIC {col 7}13817.43  :              remove sample_age25to500
BIC {col 7}13820.22  :              remove sample_age50abovee
BIC {col 7}13833.68  :              remove sample_otherr
BIC {col 7}13818.62  :              remove       Agee
BIC {col 7}13818.22  :              remove    genderr
BIC {col 7}13817.91  :              remove      Racee
BIC {col 7}13826.76  :              remove MaritalStatuss
BIC {col 7}13817.52  :              remove    Incomee
BIC {col 7}13831.19  :              remove Occupationn
BIC {col 7}13829.93  :              remove        tci
BIC {col 7}13835.37  :              remove    SEOther
BIC {col 7}13839.77  :              remove journal_economicss
BIC {col 7}13844.38  :              remove journal_sociologyy
BIC {col 7}13830.06  :              remove journal_developp
BIC {col 7}13820.71  :              remove journal_publichealthh
BIC {col 7}13822.8   :              remove journal_sciencee
BIC {col 7}13901.04  :              remove Journalrankk
BIC {col 7}13854.03  :              remove   pubyearr
{hline 78}
Stage 1 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Incomee Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13817.43
{hline 78}
BIC {col 7}13821.24  :              remove repubbiasR
BIC {col 7}13819.21  :              remove health_adll
BIC {col 7}13977.9   :              remove health_diseasee
BIC {col 7}13879.3   :              remove health_mortalityy
BIC {col 7}13861.15  :              remove health_obesityy
BIC {col 7}13820.96  :              remove health_depressionn
BIC {col 7}13809.39  :              remove Selfreportedd
BIC {col 7}13819.1   :              remove educ_secondaryy
BIC {col 7}13818.29  :              remove educ_tertiaryy
BIC {col 7}13869.92  :              remove educ_yschooll
BIC {col 7}13820.67  :              remove NumberofEducvariabless
BIC {col 7}13835.08  :              remove    Europee
BIC {col 7}13827.41  :              remove      Asiaa
BIC {col 7}13820.34  :              remove country_otherr
BIC {col 7}13814.43  :              remove High_incomee
BIC {col 7}13821.15  :              remove Individualdataa
BIC {col 7}13809.42  :              remove sample_femalee
BIC {col 7}13834.45  :              remove sample_malee
BIC {col 7}13811.78  :              remove sample_age50abovee
BIC {col 7}13825.24  :              remove sample_otherr
BIC {col 7}13810.22  :              remove       Agee
BIC {col 7}13809.82  :              remove    genderr
BIC {col 7}13809.55  :              remove      Racee
BIC {col 7}13818.33  :              remove MaritalStatuss
BIC {col 7}13809.14  :              remove    Incomee
BIC {col 7}13824.16  :              remove Occupationn
BIC {col 7}13821.49  :              remove        tci
BIC {col 7}13826.98  :              remove    SEOther
BIC {col 7}13831.33  :              remove journal_economicss
BIC {col 7}13835.94  :              remove journal_sociologyy
BIC {col 7}13821.93  :              remove journal_developp
BIC {col 7}13812.43  :              remove journal_publichealthh
BIC {col 7}13814.4   :              remove journal_sciencee
BIC {col 7}13892.6   :              remove Journalrankk
BIC {col 7}13845.63  :              remove   pubyearr
{hline 78}
Stage 2 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn Selfreportedd educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13809.14
{hline 78}
BIC {col 7}13812.8   :              remove repubbiasR
BIC {col 7}13811.2   :              remove health_adll
BIC {col 7}13970.01  :              remove health_diseasee
BIC {col 7}13870.93  :              remove health_mortalityy
BIC {col 7}13853.43  :              remove health_obesityy
BIC {col 7}13813.14  :              remove health_depressionn
BIC {col 7}13801.07  :              remove Selfreportedd
BIC {col 7}13810.71  :              remove educ_secondaryy
BIC {col 7}13809.95  :              remove educ_tertiaryy
BIC {col 7}13861.58  :              remove educ_yschooll
BIC {col 7}13812.53  :              remove NumberofEducvariabless
BIC {col 7}13826.94  :              remove    Europee
BIC {col 7}13818.99  :              remove      Asiaa
BIC {col 7}13812.17  :              remove country_otherr
BIC {col 7}13806.37  :              remove High_incomee
BIC {col 7}13812.71  :              remove Individualdataa
BIC {col 7}13801.25  :              remove sample_femalee
BIC {col 7}13826.36  :              remove sample_malee
BIC {col 7}13803.49  :              remove sample_age50abovee
BIC {col 7}13817.03  :              remove sample_otherr
BIC {col 7}13801.97  :              remove       Agee
BIC {col 7}13801.43  :              remove    genderr
BIC {col 7}13801.33  :              remove      Racee
BIC {col 7}13812.31  :              remove MaritalStatuss
BIC {col 7}13817.91  :              remove Occupationn
BIC {col 7}13813.25  :              remove        tci
BIC {col 7}13819.52  :              remove    SEOther
BIC {col 7}13824.34  :              remove journal_economicss
BIC {col 7}13828.12  :              remove journal_sociologyy
BIC {col 7}13813.64  :              remove journal_developp
BIC {col 7}13804.01  :              remove journal_publichealthh
BIC {col 7}13806.22  :              remove journal_sciencee
BIC {col 7}13888.03  :              remove Journalrankk
BIC {col 7}13837.27  :              remove   pubyearr
{hline 78}
Stage 3 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr Agee genderr Racee MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13801.07
{hline 78}
BIC {col 7}13804.84  :              remove repubbiasR
BIC {col 7}13803.01  :              remove health_adll
BIC {col 7}13985.62  :              remove health_diseasee
BIC {col 7}13904.09  :              remove health_mortalityy
BIC {col 7}13845.82  :              remove health_obesityy
BIC {col 7}13805.04  :              remove health_depressionn
BIC {col 7}13802.92  :              remove educ_secondaryy
BIC {col 7}13802.05  :              remove educ_tertiaryy
BIC {col 7}13853.86  :              remove educ_yschooll
BIC {col 7}13804.78  :              remove NumberofEducvariabless
BIC {col 7}13818.53  :              remove    Europee
BIC {col 7}13810.88  :              remove      Asiaa
BIC {col 7}13805.25  :              remove country_otherr
BIC {col 7}13798.25  :              remove High_incomee
BIC {col 7}13804.42  :              remove Individualdataa
BIC {col 7}13793.24  :              remove sample_femalee
BIC {col 7}13817.96  :              remove sample_malee
BIC {col 7}13795.38  :              remove sample_age50abovee
BIC {col 7}13808.89  :              remove sample_otherr
BIC {col 7}13793.86  :              remove       Agee
BIC {col 7}13793.28  :              remove    genderr
BIC {col 7}13793.23  :              remove      Racee
BIC {col 7}13804     :              remove MaritalStatuss
BIC {col 7}13809.79  :              remove Occupationn
BIC {col 7}13805.27  :              remove        tci
BIC {col 7}13811.17  :              remove    SEOther
BIC {col 7}13815.9   :              remove journal_economicss
BIC {col 7}13820.14  :              remove journal_sociologyy
BIC {col 7}13805.23  :              remove journal_developp
BIC {col 7}13795.91  :              remove journal_publichealthh
BIC {col 7}13798.12  :              remove journal_sciencee
BIC {col 7}13879.86  :              remove Journalrankk
BIC {col 7}13828.89  :              remove   pubyearr
{hline 78}
Stage 4 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_femalee sample_malee sample_age50abovee sample_otherr Agee genderr MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13793.23
{hline 78}
BIC {col 7}13797.4   :              remove repubbiasR
BIC {col 7}13795.15  :              remove health_adll
BIC {col 7}13977.19  :              remove health_diseasee
BIC {col 7}13895.91  :              remove health_mortalityy
BIC {col 7}13839.06  :              remove health_obesityy
BIC {col 7}13797.89  :              remove health_depressionn
BIC {col 7}13795.69  :              remove educ_secondaryy
BIC {col 7}13793.97  :              remove educ_tertiaryy
BIC {col 7}13846.46  :              remove educ_yschooll
BIC {col 7}13796.41  :              remove NumberofEducvariabless
BIC {col 7}13820.58  :              remove    Europee
BIC {col 7}13803.87  :              remove      Asiaa
BIC {col 7}13796.82  :              remove country_otherr
BIC {col 7}13790.14  :              remove High_incomee
BIC {col 7}13796.25  :              remove Individualdataa
BIC {col 7}13785.27  :              remove sample_femalee
BIC {col 7}13811.3   :              remove sample_malee
BIC {col 7}13787.49  :              remove sample_age50abovee
BIC {col 7}13801.1   :              remove sample_otherr
BIC {col 7}13786.24  :              remove       Agee
BIC {col 7}13786.04  :              remove    genderr
BIC {col 7}13795.58  :              remove MaritalStatuss
BIC {col 7}13801.47  :              remove Occupationn
BIC {col 7}13797.38  :              remove        tci
BIC {col 7}13803.61  :              remove    SEOther
BIC {col 7}13807.61  :              remove journal_economicss
BIC {col 7}13811.82  :              remove journal_sociologyy
BIC {col 7}13797.29  :              remove journal_developp
BIC {col 7}13787.9   :              remove journal_publichealthh
BIC {col 7}13790.43  :              remove journal_sciencee
BIC {col 7}13873.18  :              remove Journalrankk
BIC {col 7}13821.97  :              remove   pubyearr
{hline 78}
Stage 5 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_malee sample_age50abovee sample_otherr Agee genderr MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13785.27
{hline 78}
BIC {col 7}13789.97  :              remove repubbiasR
BIC {col 7}13787.41  :              remove health_adll
BIC {col 7}13968.87  :              remove health_diseasee
BIC {col 7}13887.52  :              remove health_mortalityy
BIC {col 7}13830.65  :              remove health_obesityy
BIC {col 7}13790.07  :              remove health_depressionn
BIC {col 7}13787.4   :              remove educ_secondaryy
BIC {col 7}13785.73  :              remove educ_tertiaryy
BIC {col 7}13838.05  :              remove educ_yschooll
BIC {col 7}13788.48  :              remove NumberofEducvariabless
BIC {col 7}13812.17  :              remove    Europee
BIC {col 7}13795.48  :              remove      Asiaa
BIC {col 7}13788.62  :              remove country_otherr
BIC {col 7}13782.01  :              remove High_incomee
BIC {col 7}13788.78  :              remove Individualdataa
BIC {col 7}13810.75  :              remove sample_malee
BIC {col 7}13779.59  :              remove sample_age50abovee
BIC {col 7}13793.45  :              remove sample_otherr
BIC {col 7}13778.19  :              remove       Agee
BIC {col 7}13778.75  :              remove    genderr
BIC {col 7}13787.88  :              remove MaritalStatuss
BIC {col 7}13794.01  :              remove Occupationn
BIC {col 7}13788.99  :              remove        tci
BIC {col 7}13795.85  :              remove    SEOther
BIC {col 7}13799.66  :              remove journal_economicss
BIC {col 7}13803.37  :              remove journal_sociologyy
BIC {col 7}13789.66  :              remove journal_developp
BIC {col 7}13779.86  :              remove journal_publichealthh
BIC {col 7}13782.52  :              remove journal_sciencee
BIC {col 7}13864.92  :              remove Journalrankk
BIC {col 7}13816.27  :              remove   pubyearr
{hline 78}
Stage 6 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_malee sample_age50abovee sample_otherr genderr MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13778.19
{hline 78}
BIC {col 7}13782.56  :              remove repubbiasR
BIC {col 7}13779.84  :              remove health_adll
BIC {col 7}13963.31  :              remove health_diseasee
BIC {col 7}13886.07  :              remove health_mortalityy
BIC {col 7}13823.52  :              remove health_obesityy
BIC {col 7}13782.28  :              remove health_depressionn
BIC {col 7}13780.07  :              remove educ_secondaryy
BIC {col 7}13778.29  :              remove educ_tertiaryy
BIC {col 7}13829.6   :              remove educ_yschooll
BIC {col 7}13781.15  :              remove NumberofEducvariabless
BIC {col 7}13806.89  :              remove    Europee
BIC {col 7}13788.35  :              remove      Asiaa
BIC {col 7}13780.37  :              remove country_otherr
BIC {col 7}13775.12  :              remove High_incomee
BIC {col 7}13782.29  :              remove Individualdataa
BIC {col 7}13804.68  :              remove sample_malee
BIC {col 7}13772.25  :              remove sample_age50abovee
BIC {col 7}13786.83  :              remove sample_otherr
BIC {col 7}13772.56  :              remove    genderr
BIC {col 7}13780.13  :              remove MaritalStatuss
BIC {col 7}13787.03  :              remove Occupationn
BIC {col 7}13782.67  :              remove        tci
BIC {col 7}13788.15  :              remove    SEOther
BIC {col 7}13792.09  :              remove journal_economicss
BIC {col 7}13796.11  :              remove journal_sociologyy
BIC {col 7}13781.7   :              remove journal_developp
BIC {col 7}13773.01  :              remove journal_publichealthh
BIC {col 7}13775.6   :              remove journal_sciencee
BIC {col 7}13856.74  :              remove Journalrankk
BIC {col 7}13812.25  :              remove   pubyearr
{hline 78}
Stage 7 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_malee  sample_otherr genderr MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13772.25
{hline 78}
BIC {col 7}13776.69  :              remove repubbiasR
BIC {col 7}13774.3   :              remove health_adll
BIC {col 7}13958.73  :              remove health_diseasee
BIC {col 7}13886.98  :              remove health_mortalityy
BIC {col 7}13818.21  :              remove health_obesityy
BIC {col 7}13776.75  :              remove health_depressionn
BIC {col 7}13774.44  :              remove educ_secondaryy
BIC {col 7}13772.8   :              remove educ_tertiaryy
BIC {col 7}13824.27  :              remove educ_yschooll
BIC {col 7}13775.95  :              remove NumberofEducvariabless
BIC {col 7}13800.36  :              remove    Europee
BIC {col 7}13781.77  :              remove      Asiaa
BIC {col 7}13774.55  :              remove country_otherr
BIC {col 7}13769.01  :              remove High_incomee
BIC {col 7}13776.86  :              remove Individualdataa
BIC {col 7}13798.39  :              remove sample_malee
BIC {col 7}13780.46  :              remove sample_otherr
BIC {col 7}13766.62  :              remove    genderr
BIC {col 7}13773.98  :              remove MaritalStatuss
BIC {col 7}13784.36  :              remove Occupationn
BIC {col 7}13776.39  :              remove        tci
BIC {col 7}13782.83  :              remove    SEOther
BIC {col 7}13785.22  :              remove journal_economicss
BIC {col 7}13789.53  :              remove journal_sociologyy
BIC {col 7}13776.56  :              remove journal_developp
BIC {col 7}13767.52  :              remove journal_publichealthh
BIC {col 7}13769.4   :              remove journal_sciencee
BIC {col 7}13849.73  :              remove Journalrankk
BIC {col 7}13807.94  :              remove   pubyearr
{hline 78}
Stage 8 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_malee  sample_otherr  MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_publichealthh journal_sciencee Journalrankk pubyearr : BIC  13766.62
{hline 78}
BIC {col 7}13771.25  :              remove repubbiasR
BIC {col 7}13769.5   :              remove health_adll
BIC {col 7}13951.69  :              remove health_diseasee
BIC {col 7}13884.51  :              remove health_mortalityy
BIC {col 7}13810.81  :              remove health_obesityy
BIC {col 7}13770.34  :              remove health_depressionn
BIC {col 7}13768.04  :              remove educ_secondaryy
BIC {col 7}13766.57  :              remove educ_tertiaryy
BIC {col 7}13817.23  :              remove educ_yschooll
BIC {col 7}13770.35  :              remove NumberofEducvariabless
BIC {col 7}13794.47  :              remove    Europee
BIC {col 7}13777.05  :              remove      Asiaa
BIC {col 7}13770.04  :              remove country_otherr
BIC {col 7}13763.7   :              remove High_incomee
BIC {col 7}13770.01  :              remove Individualdataa
BIC {col 7}13790.02  :              remove sample_malee
BIC {col 7}13776.22  :              remove sample_otherr
BIC {col 7}13767.86  :              remove MaritalStatuss
BIC {col 7}13777.25  :              remove Occupationn
BIC {col 7}13769.96  :              remove        tci
BIC {col 7}13777.09  :              remove    SEOther
BIC {col 7}13778.95  :              remove journal_economicss
BIC {col 7}13784.79  :              remove journal_sociologyy
BIC {col 7}13769.43  :              remove journal_developp
BIC {col 7}13761.28  :              remove journal_publichealthh
BIC {col 7}13763.42  :              remove journal_sciencee
BIC {col 7}13843.92  :              remove Journalrankk
BIC {col 7}13804.4   :              remove   pubyearr
{hline 78}
Stage 9 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr High_incomee Individualdataa sample_malee  sample_otherr  MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  13761.28
{hline 78}
BIC {col 7}13765.52  :              remove repubbiasR
BIC {col 7}13764.2   :              remove health_adll
BIC {col 7}13946.51  :              remove health_diseasee
BIC {col 7}13876.44  :              remove health_mortalityy
BIC {col 7}13805.19  :              remove health_obesityy
BIC {col 7}13765.42  :              remove health_depressionn
BIC {col 7}13761.5   :              remove educ_secondaryy
BIC {col 7}13760.36  :              remove educ_tertiaryy
BIC {col 7}13808.89  :              remove educ_yschooll
BIC {col 7}13765.58  :              remove NumberofEducvariabless
BIC {col 7}13787.12  :              remove    Europee
BIC {col 7}13769.06  :              remove      Asiaa
BIC {col 7}13765.74  :              remove country_otherr
BIC {col 7}13756.88  :              remove High_incomee
BIC {col 7}13763.8   :              remove Individualdataa
BIC {col 7}13785.87  :              remove sample_malee
BIC {col 7}13771.75  :              remove sample_otherr
BIC {col 7}13762.57  :              remove MaritalStatuss
BIC {col 7}13771.63  :              remove Occupationn
BIC {col 7}13763.18  :              remove        tci
BIC {col 7}13770.97  :              remove    SEOther
BIC {col 7}13776.02  :              remove journal_economicss
BIC {col 7}13781.81  :              remove journal_sociologyy
BIC {col 7}13762.62  :              remove journal_developp
BIC {col 7}13759.38  :              remove journal_sciencee
BIC {col 7}13855.66  :              remove Journalrankk
BIC {col 7}13798.87  :              remove   pubyearr
{hline 78}
Stage 10 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_malee  sample_otherr  MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp journal_sciencee Journalrankk pubyearr : BIC  13756.88
{hline 78}
BIC {col 7}13760.47  :              remove repubbiasR
BIC {col 7}13759.65  :              remove health_adll
BIC {col 7}13950.54  :              remove health_diseasee
BIC {col 7}13876.74  :              remove health_mortalityy
BIC {col 7}13804.31  :              remove health_obesityy
BIC {col 7}13761.44  :              remove health_depressionn
BIC {col 7}13755.85  :              remove educ_secondaryy
BIC {col 7}13755.34  :              remove educ_tertiaryy
BIC {col 7}13802.45  :              remove educ_yschooll
BIC {col 7}13760.43  :              remove NumberofEducvariabless
BIC {col 7}13784.59  :              remove    Europee
BIC {col 7}13763.9   :              remove      Asiaa
BIC {col 7}13761.33  :              remove country_otherr
BIC {col 7}13760.11  :              remove Individualdataa
BIC {col 7}13781.78  :              remove sample_malee
BIC {col 7}13767.04  :              remove sample_otherr
BIC {col 7}13756.04  :              remove MaritalStatuss
BIC {col 7}13769.28  :              remove Occupationn
BIC {col 7}13759.57  :              remove        tci
BIC {col 7}13769.92  :              remove    SEOther
BIC {col 7}13772.36  :              remove journal_economicss
BIC {col 7}13778.82  :              remove journal_sociologyy
BIC {col 7}13760.08  :              remove journal_developp
BIC {col 7}13754.86  :              remove journal_sciencee
BIC {col 7}13851.06  :              remove Journalrankk
BIC {col 7}13791.53  :              remove   pubyearr
{hline 78}
Stage 11 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_tertiaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_malee  sample_otherr  MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp  Journalrankk pubyearr : BIC  13754.86
{hline 78}
BIC {col 7}13758.82  :              remove repubbiasR
BIC {col 7}13757.78  :              remove health_adll
BIC {col 7}13948.99  :              remove health_diseasee
BIC {col 7}13885.79  :              remove health_mortalityy
BIC {col 7}13802.53  :              remove health_obesityy
BIC {col 7}13759.03  :              remove health_depressionn
BIC {col 7}13754.14  :              remove educ_secondaryy
BIC {col 7}13753.13  :              remove educ_tertiaryy
BIC {col 7}13798.99  :              remove educ_yschooll
BIC {col 7}13759.37  :              remove NumberofEducvariabless
BIC {col 7}13783.2   :              remove    Europee
BIC {col 7}13761.79  :              remove      Asiaa
BIC {col 7}13759.21  :              remove country_otherr
BIC {col 7}13759.99  :              remove Individualdataa
BIC {col 7}13779.68  :              remove sample_malee
BIC {col 7}13764.6   :              remove sample_otherr
BIC {col 7}13754.08  :              remove MaritalStatuss
BIC {col 7}13766.58  :              remove Occupationn
BIC {col 7}13758.03  :              remove        tci
BIC {col 7}13766.09  :              remove    SEOther
BIC {col 7}13767.45  :              remove journal_economicss
BIC {col 7}13774.99  :              remove journal_sociologyy
BIC {col 7}13758.57  :              remove journal_developp
BIC {col 7}13842.8   :              remove Journalrankk
BIC {col 7}13790.32  :              remove   pubyearr
{hline 78}
Stage 12 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn educ_secondaryy educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_malee  sample_otherr  MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp  Journalrankk pubyearr : BIC  13753.13
{hline 78}
BIC {col 7}13757.67  :              remove repubbiasR
BIC {col 7}13756.71  :              remove health_adll
BIC {col 7}13945.18  :              remove health_diseasee
BIC {col 7}13884.64  :              remove health_mortalityy
BIC {col 7}13800.31  :              remove health_obesityy
BIC {col 7}13759.33  :              remove health_depressionn
BIC {col 7}13746.4   :              remove educ_secondaryy
BIC {col 7}13808.78  :              remove educ_yschooll
BIC {col 7}13755.95  :              remove NumberofEducvariabless
BIC {col 7}13786.82  :              remove    Europee
BIC {col 7}13763.4   :              remove      Asiaa
BIC {col 7}13756.38  :              remove country_otherr
BIC {col 7}13758.32  :              remove Individualdataa
BIC {col 7}13779.92  :              remove sample_malee
BIC {col 7}13761.79  :              remove sample_otherr
BIC {col 7}13753.35  :              remove MaritalStatuss
BIC {col 7}13765.93  :              remove Occupationn
BIC {col 7}13756.87  :              remove        tci
BIC {col 7}13764.33  :              remove    SEOther
BIC {col 7}13765.8   :              remove journal_economicss
BIC {col 7}13773.22  :              remove journal_sociologyy
BIC {col 7}13754.96  :              remove journal_developp
BIC {col 7}13839.34  :              remove Journalrankk
BIC {col 7}13786.85  :              remove   pubyearr
{hline 78}
Stage 13 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn  educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_malee  sample_otherr  MaritalStatuss Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp  Journalrankk pubyearr : BIC   13746.4
{hline 78}
BIC {col 7}13750.67  :              remove repubbiasR
BIC {col 7}13749.87  :              remove health_adll
BIC {col 7}13939.55  :              remove health_diseasee
BIC {col 7}13876.51  :              remove health_mortalityy
BIC {col 7}13792.48  :              remove health_obesityy
BIC {col 7}13752.77  :              remove health_depressionn
BIC {col 7}13810.19  :              remove educ_yschooll
BIC {col 7}13748.73  :              remove NumberofEducvariabless
BIC {col 7}13778.48  :              remove    Europee
BIC {col 7}13755.85  :              remove      Asiaa
BIC {col 7}13750.02  :              remove country_otherr
BIC {col 7}13750.97  :              remove Individualdataa
BIC {col 7}13773.77  :              remove sample_malee
BIC {col 7}13755.21  :              remove sample_otherr
BIC {col 7}13745.97  :              remove MaritalStatuss
BIC {col 7}13759.46  :              remove Occupationn
BIC {col 7}13751.1   :              remove        tci
BIC {col 7}13758.86  :              remove    SEOther
BIC {col 7}13759.36  :              remove journal_economicss
BIC {col 7}13767.04  :              remove journal_sociologyy
BIC {col 7}13747.6   :              remove journal_developp
BIC {col 7}13831.81  :              remove Journalrankk
BIC {col 7}13781.36  :              remove   pubyearr
{hline 78}
Stage 14 reg retstatR conss endogeneityy repubbiasR health_adll health_diseasee health_mortalityy health_obesityy health_depressionn  educ_yschooll NumberofEducvariabless Europee Asiaa country_otherr Individualdataa sample_malee  sample_otherr   Occupationn tci SEOther journal_economicss journal_sociologyy journal_developp  Journalrankk pubyearr : BIC  13745.97
{hline 78}
BIC {col 7}13749.63  :              remove repubbiasR
BIC {col 7}13748.14  :              remove health_adll
BIC {col 7}13938.35  :              remove health_diseasee
BIC {col 7}13869.43  :              remove health_mortalityy
BIC {col 7}13789.65  :              remove health_obesityy
BIC {col 7}13753.43  :              remove health_depressionn
BIC {col 7}13804.52  :              remove educ_yschooll
BIC {col 7}13746.2   :              remove NumberofEducvariabless
BIC {col 7}13770.87  :              remove    Europee
BIC {col 7}13755.11  :              remove      Asiaa
BIC {col 7}13753.55  :              remove country_otherr
BIC {col 7}13748.66  :              remove Individualdataa
BIC {col 7}13771.93  :              remove sample_malee
BIC {col 7}13754.42  :              remove sample_otherr
BIC {col 7}13771.55  :              remove Occupationn
BIC {col 7}13750.01  :              remove        tci
BIC {col 7}13758.42  :              remove    SEOther
BIC {col 7}13756.83  :              remove journal_economicss
BIC {col 7}13766.59  :              remove journal_sociologyy
BIC {col 7}13748.92  :              remove journal_developp
BIC {col 7}13829.22  :              remove Journalrankk
BIC {col 7}13778.08  :              remove   pubyearr

Final Model
(sum of wgt is 105)

Linear regression                               Number of obs     = {res}     4,671
                                                {txt}F(24, 4646)       =  {res}    40.31
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.2589
                                                {txt}Root MSE          =    {res} 1.0331

{txt}{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36}    Robust
{col 1}              retstatR{col 24}{c |}      Coef.{col 36}   Std. Err.{col 48}      t{col 56}   P>|t|{col 64}     [95% Con{col 77}f. Interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}conss {c |}{col 24}{res}{space 2} 1.631287{col 36}{space 2} .4035979{col 47}{space 1}    4.04{col 56}{space 3}0.000{col 64}{space 4} .8400432{col 77}{space 3}  2.42253
{txt}{space 10}endogeneityy {c |}{col 24}{res}{space 2}-.0323317{col 36}{space 2} .0022121{col 47}{space 1}  -14.62{col 56}{space 3}0.000{col 64}{space 4}-.0366685{col 77}{space 3}-.0279949
{txt}{space 12}repubbiasR {c |}{col 24}{res}{space 2} .8348073{col 36}{space 2} .8679876{col 47}{space 1}    0.96{col 56}{space 3}0.336{col 64}{space 4}-.8668604{col 77}{space 3} 2.536475
{txt}{space 11}health_adll {c |}{col 24}{res}{space 2}-.0074965{col 36}{space 2}  .006564{col 47}{space 1}   -1.14{col 56}{space 3}0.253{col 64}{space 4}-.0203651{col 77}{space 3} .0053722
{txt}{space 7}health_diseasee {c |}{col 24}{res}{space 2}-.0259301{col 36}{space 2} .0026462{col 47}{space 1}   -9.80{col 56}{space 3}0.000{col 64}{space 4}-.0311179{col 77}{space 3}-.0207422
{txt}{space 5}health_mortalityy {c |}{col 24}{res}{space 2}-.0214909{col 36}{space 2} .0024913{col 47}{space 1}   -8.63{col 56}{space 3}0.000{col 64}{space 4}-.0263751{col 77}{space 3}-.0166068
{txt}{space 7}health_obesityy {c |}{col 24}{res}{space 2}-.0141767{col 36}{space 2} .0031822{col 47}{space 1}   -4.46{col 56}{space 3}0.000{col 64}{space 4}-.0204153{col 77}{space 3}-.0079381
{txt}{space 4}health_depressionn {c |}{col 24}{res}{space 2}-.0116231{col 36}{space 2}  .004714{col 47}{space 1}   -2.47{col 56}{space 3}0.014{col 64}{space 4}-.0208648{col 77}{space 3}-.0023815
{txt}{space 9}educ_yschooll {c |}{col 24}{res}{space 2} .0117632{col 36}{space 2} .0021619{col 47}{space 1}    5.44{col 56}{space 3}0.000{col 64}{space 4} .0075248{col 77}{space 3} .0160016
{txt}NumberofEducvariabless {c |}{col 24}{res}{space 2} -.001705{col 36}{space 2} .0009752{col 47}{space 1}   -1.75{col 56}{space 3}0.080{col 64}{space 4}-.0036169{col 77}{space 3} .0002068
{txt}{space 15}Europee {c |}{col 24}{res}{space 2}-.0086057{col 36}{space 2} .0026838{col 47}{space 1}   -3.21{col 56}{space 3}0.001{col 64}{space 4}-.0138673{col 77}{space 3}-.0033441
{txt}{space 17}Asiaa {c |}{col 24}{res}{space 2}-.0095076{col 36}{space 2} .0027602{col 47}{space 1}   -3.44{col 56}{space 3}0.001{col 64}{space 4}-.0149189{col 77}{space 3}-.0040964
{txt}{space 8}country_otherr {c |}{col 24}{res}{space 2} .0165527{col 36}{space 2} .0085871{col 47}{space 1}    1.93{col 56}{space 3}0.054{col 64}{space 4} -.000282{col 77}{space 3} .0333875
{txt}{space 7}Individualdataa {c |}{col 24}{res}{space 2}-.0113917{col 36}{space 2} .0073705{col 47}{space 1}   -1.55{col 56}{space 3}0.122{col 64}{space 4}-.0258413{col 77}{space 3} .0030579
{txt}{space 10}sample_malee {c |}{col 24}{res}{space 2}-.0094538{col 36}{space 2} .0020983{col 47}{space 1}   -4.51{col 56}{space 3}0.000{col 64}{space 4}-.0135674{col 77}{space 3}-.0053401
{txt}{space 9}sample_otherr {c |}{col 24}{res}{space 2}-.0216127{col 36}{space 2} .0044141{col 47}{space 1}   -4.90{col 56}{space 3}0.000{col 64}{space 4}-.0302665{col 77}{space 3}-.0129589
{txt}{space 11}Occupationn {c |}{col 24}{res}{space 2}-.0130825{col 36}{space 2}  .003319{col 47}{space 1}   -3.94{col 56}{space 3}0.000{col 64}{space 4}-.0195894{col 77}{space 3}-.0065757
{txt}{space 19}tci {c |}{col 24}{res}{space 2}-.0007257{col 36}{space 2} .0001919{col 47}{space 1}   -3.78{col 56}{space 3}0.000{col 64}{space 4}-.0011019{col 77}{space 3}-.0003495
{txt}{space 15}SEOther {c |}{col 24}{res}{space 2} .1806836{col 36}{space 2} .0687996{col 47}{space 1}    2.63{col 56}{space 3}0.009{col 64}{space 4} .0458038{col 77}{space 3} .3155635
{txt}{space 4}journal_economicss {c |}{col 24}{res}{space 2}-.0003404{col 36}{space 2} .0001794{col 47}{space 1}   -1.90{col 56}{space 3}0.058{col 64}{space 4}-.0006921{col 77}{space 3} .0000112
{txt}{space 4}journal_sociologyy {c |}{col 24}{res}{space 2}-.0005981{col 36}{space 2} .0001229{col 47}{space 1}   -4.87{col 56}{space 3}0.000{col 64}{space 4}-.0008391{col 77}{space 3}-.0003571
{txt}{space 6}journal_developp {c |}{col 24}{res}{space 2}  .001518{col 36}{space 2} .0005138{col 47}{space 1}    2.95{col 56}{space 3}0.003{col 64}{space 4} .0005108{col 77}{space 3} .0025252
{txt}{space 10}Journalrankk {c |}{col 24}{res}{space 2}  .003158{col 36}{space 2} .0005587{col 47}{space 1}    5.65{col 56}{space 3}0.000{col 64}{space 4} .0020626{col 77}{space 3} .0042534
{txt}{space 14}pubyearr {c |}{col 24}{res}{space 2}-.0007997{col 36}{space 2} .0002062{col 47}{space 1}   -3.88{col 56}{space 3}0.000{col 64}{space 4}-.0012041{col 77}{space 3}-.0003954
{txt}{space 17}_cons {c |}{col 24}{res}{space 2} .7950235{col 36}{space 2}  1.83916{col 47}{space 1}    0.43{col 56}{space 3}0.666{col 64}{space 4}-2.810602{col 77}{space 3} 4.400649
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. regress retstatR conss repubbiasR  health_adll  health_diseasee health_mortalityy ///
>  health_obesityy health_depressionn     ///
>  educ_yschooll  NumberofEducvariabless  Europee   Asiaa  country_otherr  ///
>  Individualdataa  sample_malee sample_otherr ///
>  Occupationn tci SEOther ///
>  endogeneityy   ///
>  journal_economicss  journal_sociologyy   journal_developp  Journalrankk  pubyearr [pweight = weight]  if esample == 1, noc vce(cluster ID) 
{txt}(sum of wgt is 105)

Linear regression                               Number of obs     = {res}     4,671
                                                {txt}F(24, 104)        =  {res}    13.32
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.5062
                                                {txt}Root MSE          =    {res} 1.0333

{txt}{ralign 88:(Std. Err. adjusted for {res:105} clusters in ID)}
{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36}    Robust
{col 1}              retstatR{col 24}{c |}      Coef.{col 36}   Std. Err.{col 48}      t{col 56}   P>|t|{col 64}     [95% Con{col 77}f. Interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 17}conss {c |}{col 24}{res}{space 2} 1.621743{col 36}{space 2} .8723996{col 47}{space 1}    1.86{col 56}{space 3}0.066{col 64}{space 4}-.1082585{col 77}{space 3} 3.351744
{txt}{space 12}repubbiasR {c |}{col 24}{res}{space 2} 1.245884{col 36}{space 2} .3332816{col 47}{space 1}    3.74{col 56}{space 3}0.000{col 64}{space 4} .5849743{col 77}{space 3} 1.906794
{txt}{space 11}health_adll {c |}{col 24}{res}{space 2}-.0068866{col 36}{space 2} .0084115{col 47}{space 1}   -0.82{col 56}{space 3}0.415{col 64}{space 4}-.0235669{col 77}{space 3} .0097938
{txt}{space 7}health_diseasee {c |}{col 24}{res}{space 2}-.0254838{col 36}{space 2} .0057129{col 47}{space 1}   -4.46{col 56}{space 3}0.000{col 64}{space 4}-.0368128{col 77}{space 3}-.0141548
{txt}{space 5}health_mortalityy {c |}{col 24}{res}{space 2}-.0209058{col 36}{space 2} .0056079{col 47}{space 1}   -3.73{col 56}{space 3}0.000{col 64}{space 4}-.0320264{col 77}{space 3}-.0097851
{txt}{space 7}health_obesityy {c |}{col 24}{res}{space 2}-.0141599{col 36}{space 2} .0069654{col 47}{space 1}   -2.03{col 56}{space 3}0.045{col 64}{space 4}-.0279724{col 77}{space 3}-.0003473
{txt}{space 4}health_depressionn {c |}{col 24}{res}{space 2}-.0118695{col 36}{space 2}  .008351{col 47}{space 1}   -1.42{col 56}{space 3}0.158{col 64}{space 4}-.0284299{col 77}{space 3} .0046908
{txt}{space 9}educ_yschooll {c |}{col 24}{res}{space 2} .0119033{col 36}{space 2} .0055245{col 47}{space 1}    2.15{col 56}{space 3}0.033{col 64}{space 4}  .000948{col 77}{space 3} .0228585
{txt}NumberofEducvariabless {c |}{col 24}{res}{space 2}-.0016151{col 36}{space 2} .0023528{col 47}{space 1}   -0.69{col 56}{space 3}0.494{col 64}{space 4}-.0062808{col 77}{space 3} .0030506
{txt}{space 15}Europee {c |}{col 24}{res}{space 2}-.0084738{col 36}{space 2} .0058881{col 47}{space 1}   -1.44{col 56}{space 3}0.153{col 64}{space 4}-.0201501{col 77}{space 3} .0032025
{txt}{space 17}Asiaa {c |}{col 24}{res}{space 2} -.009425{col 36}{space 2} .0056913{col 47}{space 1}   -1.66{col 56}{space 3}0.101{col 64}{space 4}-.0207111{col 77}{space 3} .0018611
{txt}{space 8}country_otherr {c |}{col 24}{res}{space 2} .0180707{col 36}{space 2} .0137153{col 47}{space 1}    1.32{col 56}{space 3}0.191{col 64}{space 4}-.0091272{col 77}{space 3} .0452687
{txt}{space 7}Individualdataa {c |}{col 24}{res}{space 2}-.0122047{col 36}{space 2} .0122318{col 47}{space 1}   -1.00{col 56}{space 3}0.321{col 64}{space 4}-.0364608{col 77}{space 3} .0120515
{txt}{space 10}sample_malee {c |}{col 24}{res}{space 2}-.0096593{col 36}{space 2}  .004202{col 47}{space 1}   -2.30{col 56}{space 3}0.024{col 64}{space 4}-.0179921{col 77}{space 3}-.0013265
{txt}{space 9}sample_otherr {c |}{col 24}{res}{space 2}-.0213811{col 36}{space 2} .0066394{col 47}{space 1}   -3.22{col 56}{space 3}0.002{col 64}{space 4}-.0345472{col 77}{space 3} -.008215
{txt}{space 11}Occupationn {c |}{col 24}{res}{space 2} -.013234{col 36}{space 2} .0065033{col 47}{space 1}   -2.03{col 56}{space 3}0.044{col 64}{space 4}-.0261303{col 77}{space 3}-.0003377
{txt}{space 19}tci {c |}{col 24}{res}{space 2}-.0006666{col 36}{space 2} .0002924{col 47}{space 1}   -2.28{col 56}{space 3}0.025{col 64}{space 4}-.0012464{col 77}{space 3}-.0000868
{txt}{space 15}SEOther {c |}{col 24}{res}{space 2} .1827295{col 36}{space 2} .1536548{col 47}{space 1}    1.19{col 56}{space 3}0.237{col 64}{space 4}-.1219737{col 77}{space 3} .4874327
{txt}{space 10}endogeneityy {c |}{col 24}{res}{space 2}-.0323335{col 36}{space 2} .0047363{col 47}{space 1}   -6.83{col 56}{space 3}0.000{col 64}{space 4}-.0417258{col 77}{space 3}-.0229412
{txt}{space 4}journal_economicss {c |}{col 24}{res}{space 2}-.0002843{col 36}{space 2} .0002529{col 47}{space 1}   -1.12{col 56}{space 3}0.264{col 64}{space 4}-.0007858{col 77}{space 3} .0002173
{txt}{space 4}journal_sociologyy {c |}{col 24}{res}{space 2}-.0005406{col 36}{space 2} .0001911{col 47}{space 1}   -2.83{col 56}{space 3}0.006{col 64}{space 4}-.0009196{col 77}{space 3}-.0001616
{txt}{space 6}journal_developp {c |}{col 24}{res}{space 2} .0016136{col 36}{space 2} .0016209{col 47}{space 1}    1.00{col 56}{space 3}0.322{col 64}{space 4}-.0016006{col 77}{space 3} .0048279
{txt}{space 10}Journalrankk {c |}{col 24}{res}{space 2} .0030367{col 36}{space 2}  .001219{col 47}{space 1}    2.49{col 56}{space 3}0.014{col 64}{space 4} .0006194{col 77}{space 3}  .005454
{txt}{space 14}pubyearr {c |}{col 24}{res}{space 2}-.0007825{col 36}{space 2} .0004342{col 47}{space 1}   -1.80{col 56}{space 3}0.074{col 64}{space 4}-.0016436{col 77}{space 3} .0000786
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\XUE XINDONG\Desktop\educ_health\World Development Submissions\part2 educ_health_20191007.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 7 Oct 2019, 14:43:41
{txt}{.-}
{smcl}
{txt}{sf}{ul off}